fix(drone): use AUTH_URL and private index in quality gate

Squash-merge lib-standardisation: adopt repo standards across packaging,
tooling, docs, and CI.

- standardize pyproject.toml (canonical packaging, lint config, extras, GSDFC pydoclint)
- add py.typed marker, modernize type hints and Google-style docstrings
- nest generated docs under docs/lib and docs/mcp; add hand-written wiki
- adopt standard Type A PyPI CI pipeline (tag==version guard + quality gate)
- promote generated CHANGELOG.md; bump version to 0.0.3

.drone.yml

@@ -23,20 +23,50 @@ steps:
     commands:
       - PACKAGE_NAME=$(grep -E '^name\s*=' pyproject.toml | head -1 | cut -d'"' -f2)
       - VERSION=$(grep -E '^version\s*=' pyproject.toml | head -1 | cut -d'"' -f2)
-      - echo "🔍 Checking if $PACKAGE_NAME==$VERSION exists on $PIP_REPO_URL ..."
       - |
-        if curl -fsSL -u "$PIP_USERNAME:$PIP_PASSWORD" "$PIP_REPO_URL/simple/$PACKAGE_NAME/" | grep -q "$VERSION"; then
-          echo "✅ $PACKAGE_NAME==$VERSION already exists — skipping build."
+        if [ "$DRONE_TAG" != "$VERSION" ]; then
+          echo "Tag '$DRONE_TAG' does not match pyproject version '$VERSION'; refusing to publish."
+          exit 1
+        fi
+      - echo "Checking if $PACKAGE_NAME==$VERSION exists on $PIP_REPO_URL ..."
+      - |
+        if curl -fsSL -u "$PIP_USERNAME:$PIP_PASSWORD" "$PIP_REPO_URL/simple/$PACKAGE_NAME/" | grep -qE "${PACKAGE_NAME}-${VERSION}(-|\.tar\.gz|\.whl)"; then
+          echo "$PACKAGE_NAME==$VERSION already exists; skipping build."
           exit 78
         else
-          echo "🆕 New version detected: $PACKAGE_NAME==$VERSION"
+          echo "New version detected: $PACKAGE_NAME==$VERSION"
         fi
 
+  - name: quality-gate
+    image: python:3.13-slim
+    environment:
+      PIP_REPO_URL:
+        from_secret: PIP_REPO_URL
+      PIP_USERNAME:
+        from_secret: PIP_USERNAME
+      PIP_PASSWORD:
+        from_secret: PIP_PASSWORD
+    commands:
+      - pip install --upgrade pip build
+      - |
+        if [ -z "$PIP_REPO_URL" ] || [ -z "$PIP_USERNAME" ] || [ -z "$PIP_PASSWORD" ]; then
+          echo "PIP_REPO_URL / PIP_USERNAME / PIP_PASSWORD are not set" >&2
+          exit 1
+        fi
+      - AUTH_URL="https://$PIP_USERNAME:$PIP_PASSWORD@$(echo "$PIP_REPO_URL" | sed -E 's|^[a-zA-Z]+://||; s|/*$||')/simple"
+      - pip install --index-url "$AUTH_URL" --extra-index-url https://pypi.org/simple/ -U ".[dev]" "pydoclint>=0.9.1"
+      - echo "Running quality gate..."
+      - python -m black --check .
+      - python -m ruff check .
+      - python -m mypy
+      - pydoclint .
+      - python -m pytest
+
   - name: build-package
     image: python:3.13-slim
     commands:
       - pip install --upgrade pip build
-      - echo "📦 Building Python package..."
+      - echo "Building Python package..."
       - python -m build
       - ls -l dist
 
@@ -51,7 +81,7 @@ steps:
         from_secret: PIP_PASSWORD
     commands:
       - pip install --upgrade twine
-      - echo "🚀 Uploading to private PyPI at $PIP_REPO_URL ..."
+      - echo "Uploading to private PyPI at $PIP_REPO_URL ..."
       - |
         twine upload \
           --repository-url "$PIP_REPO_URL" \
@@ -98,25 +128,31 @@ steps:
         set -e
 
         PACKAGE_NAME=$(grep -E '^name\s*=' pyproject.toml | cut -d'"' -f2)
-        echo "📦 Package: $PACKAGE_NAME"
+        echo "Package: $PACKAGE_NAME"
 
         for TAG in $(git tag --sort=version:refname); do
           VERSION="$TAG"
-          echo "🔁 Version: $VERSION"
+          echo "Version: $VERSION"
 
           if curl -fsSL -u "$PIP_USERNAME:$PIP_PASSWORD" \
-            "$PIP_REPO_URL/simple/$PACKAGE_NAME/" | grep -q "$VERSION"; then
-            echo "⏭️  Exists, skipping"
+            "$PIP_REPO_URL/simple/$PACKAGE_NAME/" | grep -qE "${PACKAGE_NAME}-${VERSION}(-|\.tar\.gz|\.whl)"; then
+            echo "Exists, skipping"
             continue
           fi
 
           git checkout --force "$TAG"
 
-          echo "🏗️  Building $VERSION"
+          TAG_VERSION=$(grep -E '^version\s*=' pyproject.toml | head -1 | cut -d'"' -f2)
+          if [ "$TAG" != "$TAG_VERSION" ]; then
+            echo "Tag $TAG != pyproject version $TAG_VERSION at that commit; skipping"
+            continue
+          fi
+
+          echo "Building $VERSION"
           rm -rf dist
           python -m build
 
-          echo "⬆️  Uploading $VERSION"
+          echo "Uploading $VERSION"
           twine upload \
             --repository-url "$PIP_REPO_URL" \
             -u "$PIP_USERNAME" \

.gitignore

@@ -25,10 +25,17 @@ env/
 htmlcov/
 coverage.xml
 
+# Lint / type checking
+.mypy_cache/
+.ruff_cache/
+
 # Environment variables
 .env
 .env.local
 
+# Docs build artifacts
+site
+
 # OS
 .DS_Store
 Thumbs.db
@@ -37,5 +44,4 @@ Thumbs.db
 *.swp
 *.swo
 *~
-*.tmp
-site
+*.tmp

CHANGELOG.md

@@ -0,0 +1,32 @@
+# Changelog
+
+All notable changes to this project will be documented in this file.
+
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
+and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+
+## [Unreleased]
+
+## [0.0.3] - 2026-10-17
+
+### Added
+- `py.typed` marker for PEP 561 type information.
+- Type stubs for the `csv` and `xlsx` subpackages.
+- Hand-written wiki, plus doc-forge-generated API reference under `docs/lib`
+  and MCP bundle under `docs/mcp` (per-kind MkDocs configs).
+- MIT `LICENSE`.
+
+### Changed
+- Adopted the standard Type A PyPI CI pipeline: a `tag == version` guard and a
+  quality gate (black, ruff, mypy, pydoclint, pytest).
+- Standardized `pyproject.toml` (canonical packaging, lint tool config, extras)
+  with a shared Google-style `[tool.pydoclint]` configuration.
+- Docstring types modernised (`List` -> `list`, `Optional` -> `X | None`) to
+  match signatures.
+
+### Fixed
+- `XLSX`/`CSV` members added to the `content` type surface.
+- Stub fixes for typed API surfaces.
+
+[Unreleased]: https://git.aetoskia.com/aetos/omniread/compare/0.0.3...HEAD
+[0.0.3]: https://git.aetoskia.com/aetos/omniread/compare/0.0.2...0.0.3

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026 Aetoskia Platform
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

@@ -91,6 +91,9 @@ required.
 - `FileSystemPDFClient`: Local filesystem PDF access.
 - `PDFScraper`: PDF-specific content acquisition.
 - `PDFParser`: Base parser for PDF binary interpretation.
+- `FileSystemXlsxClient`: Local filesystem spreadsheet access.
+- `XlsxScraper`: XLSX-specific content acquisition.
+- `XlsxParser`: Generic string-row parser for xlsx workbooks.
 
 ---
 

docforge.nav.yml

@@ -1,16 +1,31 @@
-home: index.md
+home: lib/index.md
 groups:
   Core API:
-    - core/index.md
-    - core/content.md
-    - core/parser.md
-    - core/scraper.md
+    - lib/core/index.md
+    - lib/core/content.md
+    - lib/core/parser.md
+    - lib/core/scraper.md
   HTML Handling:
-    - html/index.md
-    - html/parser.md
-    - html/scraper.md
+    - lib/html/index.md
+    - lib/html/parser.md
+    - lib/html/scraper.md
   PDF Handling:
-    - pdf/index.md
-    - pdf/client.md
-    - pdf/parser.md
-    - pdf/scraper.md
+    - lib/pdf/index.md
+    - lib/pdf/client.md
+    - lib/pdf/parser.md
+    - lib/pdf/scraper.md
+  CSV Handling:
+    - lib/csv/index.md
+    - lib/csv/client.md
+    - lib/csv/parser_base.md
+    - lib/csv/parser.md
+    - lib/csv/scraper.md
+  XLSX Handling:
+    - lib/xlsx/index.md
+    - lib/xlsx/client.md
+    - lib/xlsx/parser_base.md
+    - lib/xlsx/parser.md
+    - lib/xlsx/scraper.md
+icon:
+  logo: material/book-open-page-variant
+  repo: fontawesome/brands/github

docs/lib/csv/client.md

@@ -0,0 +1,3 @@
+# Client
+
+::: omniread.csv.client

docs/lib/csv/index.md

@@ -0,0 +1,3 @@
+# Csv
+
+::: omniread.csv

docs/lib/csv/parser.md

@@ -0,0 +1,3 @@
+# Parser
+
+::: omniread.csv.parser

docs/lib/csv/parser_base.md

@@ -0,0 +1,3 @@
+# Parser Base
+
+::: omniread.csv.parser_base

docs/lib/csv/scraper.md

@@ -0,0 +1,3 @@
+# Scraper
+
+::: omniread.csv.scraper

docs/lib/xlsx/client.md

@@ -0,0 +1,3 @@
+# Client
+
+::: omniread.xlsx.client

docs/lib/xlsx/index.md

@@ -0,0 +1,3 @@
+# Xlsx
+
+::: omniread.xlsx

docs/lib/xlsx/parser.md

@@ -0,0 +1,3 @@
+# Parser
+
+::: omniread.xlsx.parser

docs/lib/xlsx/parser_base.md

@@ -0,0 +1,3 @@
+# Parser Base
+
+::: omniread.xlsx.parser_base

docs/lib/xlsx/scraper.md

@@ -0,0 +1,3 @@
+# Scraper
+
+::: omniread.xlsx.scraper

docs/mcp/index.json

@@ -1,6 +1,6 @@
 {
-  "project": "omniread",
+  "project": "OmniRead",
   "type": "docforge-model",
-  "modules_count": 12,
+  "modules_count": 22,
   "source": "docforge"
 }

docs/mcp/modules/omniread.core.content.json

@@ -4,46 +4,11 @@
     "path": "omniread.core.content",
     "docstring": "# Summary\n\nCanonical content models for OmniRead.\n\nThis module defines the **format-agnostic content representation** used across\nall parsers and scrapers in OmniRead.\n\nThe models defined here represent *what* was extracted, not *how* it was\nretrieved or parsed. Format-specific behavior and metadata must not alter\nthe semantic meaning of these models.",
     "objects": {
-      "Enum": {
-        "name": "Enum",
-        "kind": "alias",
-        "path": "omniread.core.content.Enum",
-        "signature": "<bound method Alias.signature of Alias('Enum', 'enum.Enum')>",
-        "docstring": null
-      },
-      "dataclass": {
-        "name": "dataclass",
-        "kind": "alias",
-        "path": "omniread.core.content.dataclass",
-        "signature": "<bound method Alias.signature of Alias('dataclass', 'dataclasses.dataclass')>",
-        "docstring": null
-      },
-      "Any": {
-        "name": "Any",
-        "kind": "alias",
-        "path": "omniread.core.content.Any",
-        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-        "docstring": null
-      },
-      "Mapping": {
-        "name": "Mapping",
-        "kind": "alias",
-        "path": "omniread.core.content.Mapping",
-        "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
-        "docstring": null
-      },
-      "Optional": {
-        "name": "Optional",
-        "kind": "alias",
-        "path": "omniread.core.content.Optional",
-        "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
-        "docstring": null
-      },
       "ContentType": {
         "name": "ContentType",
         "kind": "class",
         "path": "omniread.core.content.ContentType",
-        "signature": "<bound method Class.signature of Class('ContentType', 19, 42)>",
+        "signature": null,
         "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
         "members": {
           "HTML": {
@@ -60,6 +25,20 @@
             "signature": null,
             "docstring": "PDF document content."
           },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.core.content.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.core.content.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
           "JSON": {
             "name": "JSON",
             "kind": "attribute",
@@ -80,7 +59,7 @@
         "name": "Content",
         "kind": "class",
         "path": "omniread.core.content.Content",
-        "signature": "<bound method Class.signature of Class('Content', 45, 77)>",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
         "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
         "members": {
           "raw": {

docs/mcp/modules/omniread.core.json

@@ -8,35 +8,35 @@
         "name": "Content",
         "kind": "class",
         "path": "omniread.core.Content",
-        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
         "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
         "members": {
           "raw": {
             "name": "raw",
             "kind": "attribute",
             "path": "omniread.core.Content.raw",
-            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "signature": null,
             "docstring": "Raw content bytes as retrieved from the source."
           },
           "source": {
             "name": "source",
             "kind": "attribute",
             "path": "omniread.core.Content.source",
-            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "signature": null,
             "docstring": "Identifier of the content origin (URL, file path, or logical name)."
           },
           "content_type": {
             "name": "content_type",
             "kind": "attribute",
             "path": "omniread.core.Content.content_type",
-            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "signature": null,
             "docstring": "Optional MIME type of the content, if known."
           },
           "metadata": {
             "name": "metadata",
             "kind": "attribute",
             "path": "omniread.core.Content.metadata",
-            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "signature": null,
             "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
           }
         }
@@ -45,35 +45,49 @@
         "name": "ContentType",
         "kind": "class",
         "path": "omniread.core.ContentType",
-        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "signature": null,
         "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
         "members": {
           "HTML": {
             "name": "HTML",
             "kind": "attribute",
             "path": "omniread.core.ContentType.HTML",
-            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "signature": null,
             "docstring": "HTML document content."
           },
           "PDF": {
             "name": "PDF",
             "kind": "attribute",
             "path": "omniread.core.ContentType.PDF",
-            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "signature": null,
             "docstring": "PDF document content."
           },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.core.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.core.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
           "JSON": {
             "name": "JSON",
             "kind": "attribute",
             "path": "omniread.core.ContentType.JSON",
-            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "signature": null,
             "docstring": "JSON document content."
           },
           "XML": {
             "name": "XML",
             "kind": "attribute",
             "path": "omniread.core.ContentType.XML",
-            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "signature": null,
             "docstring": "XML document content."
           }
         }
@@ -82,35 +96,35 @@
         "name": "BaseParser",
         "kind": "class",
         "path": "omniread.core.BaseParser",
-        "signature": "<bound method Alias.signature of Alias('BaseParser', 'omniread.core.parser.BaseParser')>",
+        "signature": "BaseParser(content: Content)",
         "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
         "members": {
           "supported_types": {
             "name": "supported_types",
             "kind": "attribute",
             "path": "omniread.core.BaseParser.supported_types",
-            "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.core.parser.BaseParser.supported_types')>",
+            "signature": null,
             "docstring": "Set of content types supported by this parser. An empty set indicates that the parser is content-type agnostic."
           },
           "content": {
             "name": "content",
             "kind": "attribute",
             "path": "omniread.core.BaseParser.content",
-            "signature": "<bound method Alias.signature of Alias('content', 'omniread.core.parser.BaseParser.content')>",
+            "signature": null,
             "docstring": null
           },
           "parse": {
             "name": "parse",
             "kind": "function",
             "path": "omniread.core.BaseParser.parse",
-            "signature": "<bound method Alias.signature of Alias('parse', 'omniread.core.parser.BaseParser.parse')>",
+            "signature": "parse()",
             "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
           },
           "supports": {
             "name": "supports",
             "kind": "function",
             "path": "omniread.core.BaseParser.supports",
-            "signature": "<bound method Alias.signature of Alias('supports', 'omniread.core.parser.BaseParser.supports')>",
+            "signature": "supports()",
             "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
           }
         }
@@ -119,15 +133,15 @@
         "name": "BaseScraper",
         "kind": "class",
         "path": "omniread.core.BaseScraper",
-        "signature": "<bound method Alias.signature of Alias('BaseScraper', 'omniread.core.scraper.BaseScraper')>",
+        "signature": null,
         "docstring": "Base interface for all scrapers.\n\nNotes:\n    **Responsibilities:**\n\n        - A scraper is responsible ONLY for fetching raw content (bytes)\n          from a source. It must not interpret or parse it.\n        - A scraper is a stateless acquisition component that retrieves raw\n          content from a source and returns it as a `Content` object.\n        - Scrapers define how content is obtained, not what the content means.\n        - Implementations may vary in transport mechanism, authentication\n          strategy, retry and backoff behavior.\n\n    **Constraints:**\n\n        - Implementations must not parse content, modify content semantics,\n          or couple scraping logic to a specific parser.",
         "members": {
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.core.BaseScraper.fetch",
-            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.core.scraper.BaseScraper.fetch')>",
-            "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
+            "signature": "fetch(source: str, *, metadata: Mapping[str, Any] | None = None)",
+            "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Mapping[str, Any] | None, optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
           }
         }
       },
@@ -138,46 +152,11 @@
         "signature": null,
         "docstring": "# Summary\n\nCanonical content models for OmniRead.\n\nThis module defines the **format-agnostic content representation** used across\nall parsers and scrapers in OmniRead.\n\nThe models defined here represent *what* was extracted, not *how* it was\nretrieved or parsed. Format-specific behavior and metadata must not alter\nthe semantic meaning of these models.",
         "members": {
-          "Enum": {
-            "name": "Enum",
-            "kind": "alias",
-            "path": "omniread.core.content.Enum",
-            "signature": "<bound method Alias.signature of Alias('Enum', 'enum.Enum')>",
-            "docstring": null
-          },
-          "dataclass": {
-            "name": "dataclass",
-            "kind": "alias",
-            "path": "omniread.core.content.dataclass",
-            "signature": "<bound method Alias.signature of Alias('dataclass', 'dataclasses.dataclass')>",
-            "docstring": null
-          },
-          "Any": {
-            "name": "Any",
-            "kind": "alias",
-            "path": "omniread.core.content.Any",
-            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-            "docstring": null
-          },
-          "Mapping": {
-            "name": "Mapping",
-            "kind": "alias",
-            "path": "omniread.core.content.Mapping",
-            "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
-            "docstring": null
-          },
-          "Optional": {
-            "name": "Optional",
-            "kind": "alias",
-            "path": "omniread.core.content.Optional",
-            "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
-            "docstring": null
-          },
           "ContentType": {
             "name": "ContentType",
             "kind": "class",
             "path": "omniread.core.content.ContentType",
-            "signature": "<bound method Class.signature of Class('ContentType', 19, 42)>",
+            "signature": null,
             "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
             "members": {
               "HTML": {
@@ -194,6 +173,20 @@
                 "signature": null,
                 "docstring": "PDF document content."
               },
+              "XLSX": {
+                "name": "XLSX",
+                "kind": "attribute",
+                "path": "omniread.core.content.ContentType.XLSX",
+                "signature": null,
+                "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+              },
+              "CSV": {
+                "name": "CSV",
+                "kind": "attribute",
+                "path": "omniread.core.content.ContentType.CSV",
+                "signature": null,
+                "docstring": "Comma-separated-value document content."
+              },
               "JSON": {
                 "name": "JSON",
                 "kind": "attribute",
@@ -214,7 +207,7 @@
             "name": "Content",
             "kind": "class",
             "path": "omniread.core.content.Content",
-            "signature": "<bound method Class.signature of Class('Content', 45, 77)>",
+            "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
             "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
             "members": {
               "raw": {
@@ -256,74 +249,39 @@
         "signature": null,
         "docstring": "# Summary\n\nAbstract parsing contracts for OmniRead.\n\nThis module defines the **format-agnostic parser interface** used to transform\nraw content into structured, typed representations.\n\nParsers are responsible for:\n\n- Interpreting a single `Content` instance\n- Validating compatibility with the content type\n- Producing a structured output suitable for downstream consumers\n\nParsers are not responsible for:\n\n- Fetching or acquiring content\n- Performing retries or error recovery\n- Managing multiple content sources",
         "members": {
-          "ABC": {
-            "name": "ABC",
-            "kind": "alias",
-            "path": "omniread.core.parser.ABC",
-            "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
-            "docstring": null
-          },
-          "abstractmethod": {
-            "name": "abstractmethod",
-            "kind": "alias",
-            "path": "omniread.core.parser.abstractmethod",
-            "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
-            "docstring": null
-          },
-          "Generic": {
-            "name": "Generic",
-            "kind": "alias",
-            "path": "omniread.core.parser.Generic",
-            "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
-            "docstring": null
-          },
-          "TypeVar": {
-            "name": "TypeVar",
-            "kind": "alias",
-            "path": "omniread.core.parser.TypeVar",
-            "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
-            "docstring": null
-          },
-          "Set": {
-            "name": "Set",
-            "kind": "alias",
-            "path": "omniread.core.parser.Set",
-            "signature": "<bound method Alias.signature of Alias('Set', 'typing.Set')>",
-            "docstring": null
-          },
           "Content": {
             "name": "Content",
             "kind": "class",
             "path": "omniread.core.parser.Content",
-            "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+            "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
             "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
             "members": {
               "raw": {
                 "name": "raw",
                 "kind": "attribute",
                 "path": "omniread.core.parser.Content.raw",
-                "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+                "signature": null,
                 "docstring": "Raw content bytes as retrieved from the source."
               },
               "source": {
                 "name": "source",
                 "kind": "attribute",
                 "path": "omniread.core.parser.Content.source",
-                "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+                "signature": null,
                 "docstring": "Identifier of the content origin (URL, file path, or logical name)."
               },
               "content_type": {
                 "name": "content_type",
                 "kind": "attribute",
                 "path": "omniread.core.parser.Content.content_type",
-                "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+                "signature": null,
                 "docstring": "Optional MIME type of the content, if known."
               },
               "metadata": {
                 "name": "metadata",
                 "kind": "attribute",
                 "path": "omniread.core.parser.Content.metadata",
-                "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+                "signature": null,
                 "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
               }
             }
@@ -332,35 +290,49 @@
             "name": "ContentType",
             "kind": "class",
             "path": "omniread.core.parser.ContentType",
-            "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+            "signature": null,
             "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
             "members": {
               "HTML": {
                 "name": "HTML",
                 "kind": "attribute",
                 "path": "omniread.core.parser.ContentType.HTML",
-                "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+                "signature": null,
                 "docstring": "HTML document content."
               },
               "PDF": {
                 "name": "PDF",
                 "kind": "attribute",
                 "path": "omniread.core.parser.ContentType.PDF",
-                "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+                "signature": null,
                 "docstring": "PDF document content."
               },
+              "XLSX": {
+                "name": "XLSX",
+                "kind": "attribute",
+                "path": "omniread.core.parser.ContentType.XLSX",
+                "signature": null,
+                "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+              },
+              "CSV": {
+                "name": "CSV",
+                "kind": "attribute",
+                "path": "omniread.core.parser.ContentType.CSV",
+                "signature": null,
+                "docstring": "Comma-separated-value document content."
+              },
               "JSON": {
                 "name": "JSON",
                 "kind": "attribute",
                 "path": "omniread.core.parser.ContentType.JSON",
-                "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+                "signature": null,
                 "docstring": "JSON document content."
               },
               "XML": {
                 "name": "XML",
                 "kind": "attribute",
                 "path": "omniread.core.parser.ContentType.XML",
-                "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+                "signature": null,
                 "docstring": "XML document content."
               }
             }
@@ -376,7 +348,7 @@
             "name": "BaseParser",
             "kind": "class",
             "path": "omniread.core.parser.BaseParser",
-            "signature": "<bound method Class.signature of Class('BaseParser', 30, 111)>",
+            "signature": "BaseParser(content: Content)",
             "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
             "members": {
               "supported_types": {
@@ -397,14 +369,14 @@
                 "name": "parse",
                 "kind": "function",
                 "path": "omniread.core.parser.BaseParser.parse",
-                "signature": "<bound method Function.signature of Function('parse', 75, 94)>",
+                "signature": "parse() -> T",
                 "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
               },
               "supports": {
                 "name": "supports",
                 "kind": "function",
                 "path": "omniread.core.parser.BaseParser.supports",
-                "signature": "<bound method Function.signature of Function('supports', 96, 111)>",
+                "signature": "supports() -> bool",
                 "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
               }
             }
@@ -418,74 +390,39 @@
         "signature": null,
         "docstring": "# Summary\n\nAbstract scraping contracts for OmniRead.\n\nThis module defines the **format-agnostic scraper interface** responsible for\nacquiring raw content from external sources.\n\nScrapers are responsible for:\n\n- Locating and retrieving raw content bytes\n- Attaching minimal contextual metadata\n- Returning normalized `Content` objects\n\nScrapers are explicitly NOT responsible for:\n\n- Parsing or interpreting content\n- Inferring structure or semantics\n- Performing content-type specific processing\n\nAll interpretation must be delegated to parsers.",
         "members": {
-          "ABC": {
-            "name": "ABC",
-            "kind": "alias",
-            "path": "omniread.core.scraper.ABC",
-            "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
-            "docstring": null
-          },
-          "abstractmethod": {
-            "name": "abstractmethod",
-            "kind": "alias",
-            "path": "omniread.core.scraper.abstractmethod",
-            "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
-            "docstring": null
-          },
-          "Any": {
-            "name": "Any",
-            "kind": "alias",
-            "path": "omniread.core.scraper.Any",
-            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-            "docstring": null
-          },
-          "Mapping": {
-            "name": "Mapping",
-            "kind": "alias",
-            "path": "omniread.core.scraper.Mapping",
-            "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
-            "docstring": null
-          },
-          "Optional": {
-            "name": "Optional",
-            "kind": "alias",
-            "path": "omniread.core.scraper.Optional",
-            "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
-            "docstring": null
-          },
           "Content": {
             "name": "Content",
             "kind": "class",
             "path": "omniread.core.scraper.Content",
-            "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+            "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
             "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
             "members": {
               "raw": {
                 "name": "raw",
                 "kind": "attribute",
                 "path": "omniread.core.scraper.Content.raw",
-                "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+                "signature": null,
                 "docstring": "Raw content bytes as retrieved from the source."
               },
               "source": {
                 "name": "source",
                 "kind": "attribute",
                 "path": "omniread.core.scraper.Content.source",
-                "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+                "signature": null,
                 "docstring": "Identifier of the content origin (URL, file path, or logical name)."
               },
               "content_type": {
                 "name": "content_type",
                 "kind": "attribute",
                 "path": "omniread.core.scraper.Content.content_type",
-                "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+                "signature": null,
                 "docstring": "Optional MIME type of the content, if known."
               },
               "metadata": {
                 "name": "metadata",
                 "kind": "attribute",
                 "path": "omniread.core.scraper.Content.metadata",
-                "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+                "signature": null,
                 "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
               }
             }
@@ -494,15 +431,15 @@
             "name": "BaseScraper",
             "kind": "class",
             "path": "omniread.core.scraper.BaseScraper",
-            "signature": "<bound method Class.signature of Class('BaseScraper', 30, 82)>",
+            "signature": null,
             "docstring": "Base interface for all scrapers.\n\nNotes:\n    **Responsibilities:**\n\n        - A scraper is responsible ONLY for fetching raw content (bytes)\n          from a source. It must not interpret or parse it.\n        - A scraper is a stateless acquisition component that retrieves raw\n          content from a source and returns it as a `Content` object.\n        - Scrapers define how content is obtained, not what the content means.\n        - Implementations may vary in transport mechanism, authentication\n          strategy, retry and backoff behavior.\n\n    **Constraints:**\n\n        - Implementations must not parse content, modify content semantics,\n          or couple scraping logic to a specific parser.",
             "members": {
               "fetch": {
                 "name": "fetch",
                 "kind": "function",
                 "path": "omniread.core.scraper.BaseScraper.fetch",
-                "signature": "<bound method Function.signature of Function('fetch', 51, 82)>",
-                "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
+                "signature": "fetch(source: str, *, metadata: Mapping[str, Any] | None = None) -> Content",
+                "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Mapping[str, Any] | None, optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
               }
             }
           }

docs/mcp/modules/omniread.core.parser.json

@@ -4,74 +4,39 @@
     "path": "omniread.core.parser",
     "docstring": "# Summary\n\nAbstract parsing contracts for OmniRead.\n\nThis module defines the **format-agnostic parser interface** used to transform\nraw content into structured, typed representations.\n\nParsers are responsible for:\n\n- Interpreting a single `Content` instance\n- Validating compatibility with the content type\n- Producing a structured output suitable for downstream consumers\n\nParsers are not responsible for:\n\n- Fetching or acquiring content\n- Performing retries or error recovery\n- Managing multiple content sources",
     "objects": {
-      "ABC": {
-        "name": "ABC",
-        "kind": "alias",
-        "path": "omniread.core.parser.ABC",
-        "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
-        "docstring": null
-      },
-      "abstractmethod": {
-        "name": "abstractmethod",
-        "kind": "alias",
-        "path": "omniread.core.parser.abstractmethod",
-        "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
-        "docstring": null
-      },
-      "Generic": {
-        "name": "Generic",
-        "kind": "alias",
-        "path": "omniread.core.parser.Generic",
-        "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
-        "docstring": null
-      },
-      "TypeVar": {
-        "name": "TypeVar",
-        "kind": "alias",
-        "path": "omniread.core.parser.TypeVar",
-        "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
-        "docstring": null
-      },
-      "Set": {
-        "name": "Set",
-        "kind": "alias",
-        "path": "omniread.core.parser.Set",
-        "signature": "<bound method Alias.signature of Alias('Set', 'typing.Set')>",
-        "docstring": null
-      },
       "Content": {
         "name": "Content",
         "kind": "class",
         "path": "omniread.core.parser.Content",
-        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
         "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
         "members": {
           "raw": {
             "name": "raw",
             "kind": "attribute",
             "path": "omniread.core.parser.Content.raw",
-            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "signature": null,
             "docstring": "Raw content bytes as retrieved from the source."
           },
           "source": {
             "name": "source",
             "kind": "attribute",
             "path": "omniread.core.parser.Content.source",
-            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "signature": null,
             "docstring": "Identifier of the content origin (URL, file path, or logical name)."
           },
           "content_type": {
             "name": "content_type",
             "kind": "attribute",
             "path": "omniread.core.parser.Content.content_type",
-            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "signature": null,
             "docstring": "Optional MIME type of the content, if known."
           },
           "metadata": {
             "name": "metadata",
             "kind": "attribute",
             "path": "omniread.core.parser.Content.metadata",
-            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "signature": null,
             "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
           }
         }
@@ -80,35 +45,49 @@
         "name": "ContentType",
         "kind": "class",
         "path": "omniread.core.parser.ContentType",
-        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "signature": null,
         "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
         "members": {
           "HTML": {
             "name": "HTML",
             "kind": "attribute",
             "path": "omniread.core.parser.ContentType.HTML",
-            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "signature": null,
             "docstring": "HTML document content."
           },
           "PDF": {
             "name": "PDF",
             "kind": "attribute",
             "path": "omniread.core.parser.ContentType.PDF",
-            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "signature": null,
             "docstring": "PDF document content."
           },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.core.parser.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.core.parser.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
           "JSON": {
             "name": "JSON",
             "kind": "attribute",
             "path": "omniread.core.parser.ContentType.JSON",
-            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "signature": null,
             "docstring": "JSON document content."
           },
           "XML": {
             "name": "XML",
             "kind": "attribute",
             "path": "omniread.core.parser.ContentType.XML",
-            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "signature": null,
             "docstring": "XML document content."
           }
         }
@@ -124,7 +103,7 @@
         "name": "BaseParser",
         "kind": "class",
         "path": "omniread.core.parser.BaseParser",
-        "signature": "<bound method Class.signature of Class('BaseParser', 30, 111)>",
+        "signature": "BaseParser(content: Content)",
         "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
         "members": {
           "supported_types": {
@@ -145,14 +124,14 @@
             "name": "parse",
             "kind": "function",
             "path": "omniread.core.parser.BaseParser.parse",
-            "signature": "<bound method Function.signature of Function('parse', 75, 94)>",
+            "signature": "parse() -> T",
             "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
           },
           "supports": {
             "name": "supports",
             "kind": "function",
             "path": "omniread.core.parser.BaseParser.supports",
-            "signature": "<bound method Function.signature of Function('supports', 96, 111)>",
+            "signature": "supports() -> bool",
             "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
           }
         }

docs/mcp/modules/omniread.core.scraper.json

@@ -4,74 +4,39 @@
     "path": "omniread.core.scraper",
     "docstring": "# Summary\n\nAbstract scraping contracts for OmniRead.\n\nThis module defines the **format-agnostic scraper interface** responsible for\nacquiring raw content from external sources.\n\nScrapers are responsible for:\n\n- Locating and retrieving raw content bytes\n- Attaching minimal contextual metadata\n- Returning normalized `Content` objects\n\nScrapers are explicitly NOT responsible for:\n\n- Parsing or interpreting content\n- Inferring structure or semantics\n- Performing content-type specific processing\n\nAll interpretation must be delegated to parsers.",
     "objects": {
-      "ABC": {
-        "name": "ABC",
-        "kind": "alias",
-        "path": "omniread.core.scraper.ABC",
-        "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
-        "docstring": null
-      },
-      "abstractmethod": {
-        "name": "abstractmethod",
-        "kind": "alias",
-        "path": "omniread.core.scraper.abstractmethod",
-        "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
-        "docstring": null
-      },
-      "Any": {
-        "name": "Any",
-        "kind": "alias",
-        "path": "omniread.core.scraper.Any",
-        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-        "docstring": null
-      },
-      "Mapping": {
-        "name": "Mapping",
-        "kind": "alias",
-        "path": "omniread.core.scraper.Mapping",
-        "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
-        "docstring": null
-      },
-      "Optional": {
-        "name": "Optional",
-        "kind": "alias",
-        "path": "omniread.core.scraper.Optional",
-        "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
-        "docstring": null
-      },
       "Content": {
         "name": "Content",
         "kind": "class",
         "path": "omniread.core.scraper.Content",
-        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
         "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
         "members": {
           "raw": {
             "name": "raw",
             "kind": "attribute",
             "path": "omniread.core.scraper.Content.raw",
-            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "signature": null,
             "docstring": "Raw content bytes as retrieved from the source."
           },
           "source": {
             "name": "source",
             "kind": "attribute",
             "path": "omniread.core.scraper.Content.source",
-            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "signature": null,
             "docstring": "Identifier of the content origin (URL, file path, or logical name)."
           },
           "content_type": {
             "name": "content_type",
             "kind": "attribute",
             "path": "omniread.core.scraper.Content.content_type",
-            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "signature": null,
             "docstring": "Optional MIME type of the content, if known."
           },
           "metadata": {
             "name": "metadata",
             "kind": "attribute",
             "path": "omniread.core.scraper.Content.metadata",
-            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "signature": null,
             "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
           }
         }
@@ -80,15 +45,15 @@
         "name": "BaseScraper",
         "kind": "class",
         "path": "omniread.core.scraper.BaseScraper",
-        "signature": "<bound method Class.signature of Class('BaseScraper', 30, 82)>",
+        "signature": null,
         "docstring": "Base interface for all scrapers.\n\nNotes:\n    **Responsibilities:**\n\n        - A scraper is responsible ONLY for fetching raw content (bytes)\n          from a source. It must not interpret or parse it.\n        - A scraper is a stateless acquisition component that retrieves raw\n          content from a source and returns it as a `Content` object.\n        - Scrapers define how content is obtained, not what the content means.\n        - Implementations may vary in transport mechanism, authentication\n          strategy, retry and backoff behavior.\n\n    **Constraints:**\n\n        - Implementations must not parse content, modify content semantics,\n          or couple scraping logic to a specific parser.",
         "members": {
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.core.scraper.BaseScraper.fetch",
-            "signature": "<bound method Function.signature of Function('fetch', 51, 82)>",
-            "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
+            "signature": "fetch(source: str, *, metadata: Mapping[str, Any] | None = None) -> Content",
+            "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Mapping[str, Any] | None, optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
           }
         }
       }

docs/mcp/modules/omniread.csv.client.json

@@ -0,0 +1,41 @@
+{
+  "module": "omniread.csv.client",
+  "content": {
+    "path": "omniread.csv.client",
+    "docstring": "# Summary\n\nCSV client abstractions for OmniRead.\n\nThis module defines the **client layer** responsible for retrieving raw\ncomma-separated-value document bytes from a concrete backing store.\n\nClients provide low-level access to csv binaries and are intentionally\ndecoupled from scraping and parsing logic. They do not perform validation,\ninterpretation, or content extraction.\n\nTypical backing stores include:\n\n- Local filesystems\n- Object storage (S3, GCS, etc.)\n- Network file systems",
+    "objects": {
+      "BaseCsvClient": {
+        "name": "BaseCsvClient",
+        "kind": "class",
+        "path": "omniread.csv.client.BaseCsvClient",
+        "signature": null,
+        "docstring": "Abstract client responsible for retrieving csv bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full csv binary payload.\n        - Raise retrieval-specific errors on failure.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.csv.client.BaseCsvClient.fetch",
+            "signature": "fetch(source: Any) -> bytes",
+            "docstring": "Fetch raw csv bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the csv location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw csv bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
+          }
+        }
+      },
+      "FileSystemCsvClient": {
+        "name": "FileSystemCsvClient",
+        "kind": "class",
+        "path": "omniread.csv.client.FileSystemCsvClient",
+        "signature": null,
+        "docstring": "CSV client that reads from the local filesystem.\n\nNotes:\n    **Guarantees:**\n\n        - This client reads csv files directly from the disk and\n          returns their raw binary contents.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.csv.client.FileSystemCsvClient.fetch",
+            "signature": "fetch(path: Path) -> bytes",
+            "docstring": "Read a csv file from the local filesystem.\n\nArgs:\n    path (Path):\n        Filesystem path to the csv file.\n\nReturns:\n    bytes:\n        Raw csv bytes.\n\nRaises:\n    FileNotFoundError:\n        If the path does not exist.\n    ValueError:\n        If the path exists but is not a file."
+          }
+        }
+      }
+    }
+  }
+}

docs/mcp/modules/omniread.csv.json

@@ -0,0 +1,492 @@
+{
+  "module": "omniread.csv",
+  "content": {
+    "path": "omniread.csv",
+    "docstring": "# Summary\n\nCSV subpackage for OmniRead.\n\nProvides acquisition and parsing of comma-separated-value content:\n\n- `BaseCsvClient`: abstract backing-store client for csv bytes.\n- `FileSystemCsvClient`: local filesystem implementation.\n- `CsvScraper`: wraps fetched bytes into canonical `Content`.\n- `CsvParserBase`: content-type-enforcing parser contract.\n- `CsvParser`: generic string-row parser built on the standard csv module.",
+    "objects": {
+      "BaseCsvClient": {
+        "name": "BaseCsvClient",
+        "kind": "class",
+        "path": "omniread.csv.BaseCsvClient",
+        "signature": null,
+        "docstring": "Abstract client responsible for retrieving csv bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full csv binary payload.\n        - Raise retrieval-specific errors on failure.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.csv.BaseCsvClient.fetch",
+            "signature": "fetch(source: Any)",
+            "docstring": "Fetch raw csv bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the csv location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw csv bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
+          }
+        }
+      },
+      "FileSystemCsvClient": {
+        "name": "FileSystemCsvClient",
+        "kind": "class",
+        "path": "omniread.csv.FileSystemCsvClient",
+        "signature": null,
+        "docstring": "CSV client that reads from the local filesystem.\n\nNotes:\n    **Guarantees:**\n\n        - This client reads csv files directly from the disk and\n          returns their raw binary contents.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.csv.FileSystemCsvClient.fetch",
+            "signature": "fetch(path: Path)",
+            "docstring": "Read a csv file from the local filesystem.\n\nArgs:\n    path (Path):\n        Filesystem path to the csv file.\n\nReturns:\n    bytes:\n        Raw csv bytes.\n\nRaises:\n    FileNotFoundError:\n        If the path does not exist.\n    ValueError:\n        If the path exists but is not a file."
+          }
+        }
+      },
+      "CsvParser": {
+        "name": "CsvParser",
+        "kind": "class",
+        "path": "omniread.csv.CsvParser",
+        "signature": "CsvParser(content: Content)",
+        "docstring": "Generic csv parser producing string rows from the document.\n\nNotes:\n    **Responsibilities:**\n\n        - Decode the payload (UTF-8 with BOM support, Latin-1 fallback).\n        - Detect the delimiter from a leading sample (`,` `;` tab `|`),\n          defaulting to `,`.\n        - Normalize cells into deterministic stripped string values.\n        - Expose row extraction helpers mirroring `XlsxParser.rows`.\n\n    **Constraints:**\n\n        - All values are strings; consumers requiring typed values must\n          convert on their side.\n        - Quoted fields containing delimiters/newlines are handled by\n          the standard ``csv`` module.",
+        "members": {
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.csv.CsvParser.parse",
+            "signature": "parse()",
+            "docstring": "Parse the document into normalized string rows.\n\nReturns:\n    list[list[str]]:\n        Rows of the document."
+          },
+          "rows": {
+            "name": "rows",
+            "kind": "function",
+            "path": "omniread.csv.CsvParser.rows",
+            "signature": "rows(*, skip_empty: bool = True)",
+            "docstring": "Extract normalized string rows from the document.\n\nArgs:\n    skip_empty (bool):\n        When True (default), rows whose cells are all blank are\n        omitted.\n\nReturns:\n    list[list[str]]:\n        Normalized rows; trailing blank cells are trimmed per row."
+          }
+        }
+      },
+      "CsvParserBase": {
+        "name": "CsvParserBase",
+        "kind": "class",
+        "path": "omniread.csv.CsvParserBase",
+        "signature": null,
+        "docstring": "Base csv parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces csv content-type compatibility and provides\n          the extension point for implementing concrete csv parsing\n          strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.csv.CsvParserBase.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser (CSV only)."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.csv.CsvParserBase.parse",
+            "signature": "parse()",
+            "docstring": "Parse csv content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation."
+          }
+        }
+      },
+      "CsvScraper": {
+        "name": "CsvScraper",
+        "kind": "class",
+        "path": "omniread.csv.CsvScraper",
+        "signature": "CsvScraper(*, client: BaseCsvClient)",
+        "docstring": "Scraper for csv documents.\n\nNotes:\n    **Responsibilities:**\n\n        - Fetch raw csv bytes via the configured client.\n        - Wrap the payload in a canonical `Content` instance with the\n          CSV content type and source identifier.\n\n    **Constraints:**\n\n        - The scraper does not perform parsing or interpretation.\n        - Does not assume a specific storage backend.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.csv.CsvScraper.fetch",
+            "signature": "fetch(source: Any, *, metadata: Mapping[str, Any] | None = None)",
+            "docstring": "Fetch a csv document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the csv source as understood by the\n        configured client.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw csv bytes, source\n        identifier, CSV content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the client."
+          }
+        }
+      },
+      "client": {
+        "name": "client",
+        "kind": "module",
+        "path": "omniread.csv.client",
+        "signature": null,
+        "docstring": "# Summary\n\nCSV client abstractions for OmniRead.\n\nThis module defines the **client layer** responsible for retrieving raw\ncomma-separated-value document bytes from a concrete backing store.\n\nClients provide low-level access to csv binaries and are intentionally\ndecoupled from scraping and parsing logic. They do not perform validation,\ninterpretation, or content extraction.\n\nTypical backing stores include:\n\n- Local filesystems\n- Object storage (S3, GCS, etc.)\n- Network file systems",
+        "members": {
+          "BaseCsvClient": {
+            "name": "BaseCsvClient",
+            "kind": "class",
+            "path": "omniread.csv.client.BaseCsvClient",
+            "signature": null,
+            "docstring": "Abstract client responsible for retrieving csv bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full csv binary payload.\n        - Raise retrieval-specific errors on failure.",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.csv.client.BaseCsvClient.fetch",
+                "signature": "fetch(source: Any) -> bytes",
+                "docstring": "Fetch raw csv bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the csv location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw csv bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
+              }
+            }
+          },
+          "FileSystemCsvClient": {
+            "name": "FileSystemCsvClient",
+            "kind": "class",
+            "path": "omniread.csv.client.FileSystemCsvClient",
+            "signature": null,
+            "docstring": "CSV client that reads from the local filesystem.\n\nNotes:\n    **Guarantees:**\n\n        - This client reads csv files directly from the disk and\n          returns their raw binary contents.",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.csv.client.FileSystemCsvClient.fetch",
+                "signature": "fetch(path: Path) -> bytes",
+                "docstring": "Read a csv file from the local filesystem.\n\nArgs:\n    path (Path):\n        Filesystem path to the csv file.\n\nReturns:\n    bytes:\n        Raw csv bytes.\n\nRaises:\n    FileNotFoundError:\n        If the path does not exist.\n    ValueError:\n        If the path exists but is not a file."
+              }
+            }
+          }
+        }
+      },
+      "parser": {
+        "name": "parser",
+        "kind": "module",
+        "path": "omniread.csv.parser",
+        "signature": null,
+        "docstring": "# Summary\n\nCSV parser implementations for OmniRead.\n\nThis module provides a concrete, generic parser for comma-separated-value\ndocuments. It exposes records as lists of string cells so downstream\nconsumers can interpret tabular content without depending on the ``csv``\nmodule directly.\n\nThe parser is intentionally statement-agnostic: it performs no header\ndetection or column interpretation beyond basic cell normalization and\ndelimiter detection.",
+        "members": {
+          "Content": {
+            "name": "Content",
+            "kind": "class",
+            "path": "omniread.csv.parser.Content",
+            "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
+            "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
+            "members": {
+              "raw": {
+                "name": "raw",
+                "kind": "attribute",
+                "path": "omniread.csv.parser.Content.raw",
+                "signature": null,
+                "docstring": "Raw content bytes as retrieved from the source."
+              },
+              "source": {
+                "name": "source",
+                "kind": "attribute",
+                "path": "omniread.csv.parser.Content.source",
+                "signature": null,
+                "docstring": "Identifier of the content origin (URL, file path, or logical name)."
+              },
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.csv.parser.Content.content_type",
+                "signature": null,
+                "docstring": "Optional MIME type of the content, if known."
+              },
+              "metadata": {
+                "name": "metadata",
+                "kind": "attribute",
+                "path": "omniread.csv.parser.Content.metadata",
+                "signature": null,
+                "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
+              }
+            }
+          },
+          "CsvParserBase": {
+            "name": "CsvParserBase",
+            "kind": "class",
+            "path": "omniread.csv.parser.CsvParserBase",
+            "signature": null,
+            "docstring": "Base csv parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces csv content-type compatibility and provides\n          the extension point for implementing concrete csv parsing\n          strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.csv.parser.CsvParserBase.supported_types",
+                "signature": null,
+                "docstring": "Set of content types supported by this parser (CSV only)."
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.csv.parser.CsvParserBase.parse",
+                "signature": "parse()",
+                "docstring": "Parse csv content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation."
+              }
+            }
+          },
+          "CsvParser": {
+            "name": "CsvParser",
+            "kind": "class",
+            "path": "omniread.csv.parser.CsvParser",
+            "signature": "CsvParser(content: Content)",
+            "docstring": "Generic csv parser producing string rows from the document.\n\nNotes:\n    **Responsibilities:**\n\n        - Decode the payload (UTF-8 with BOM support, Latin-1 fallback).\n        - Detect the delimiter from a leading sample (`,` `;` tab `|`),\n          defaulting to `,`.\n        - Normalize cells into deterministic stripped string values.\n        - Expose row extraction helpers mirroring `XlsxParser.rows`.\n\n    **Constraints:**\n\n        - All values are strings; consumers requiring typed values must\n          convert on their side.\n        - Quoted fields containing delimiters/newlines are handled by\n          the standard ``csv`` module.",
+            "members": {
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.csv.parser.CsvParser.parse",
+                "signature": "parse() -> list[list[str]]",
+                "docstring": "Parse the document into normalized string rows.\n\nReturns:\n    list[list[str]]:\n        Rows of the document."
+              },
+              "rows": {
+                "name": "rows",
+                "kind": "function",
+                "path": "omniread.csv.parser.CsvParser.rows",
+                "signature": "rows(*, skip_empty: bool = True) -> list[list[str]]",
+                "docstring": "Extract normalized string rows from the document.\n\nArgs:\n    skip_empty (bool):\n        When True (default), rows whose cells are all blank are\n        omitted.\n\nReturns:\n    list[list[str]]:\n        Normalized rows; trailing blank cells are trimmed per row."
+              }
+            }
+          }
+        }
+      },
+      "parser_base": {
+        "name": "parser_base",
+        "kind": "module",
+        "path": "omniread.csv.parser_base",
+        "signature": null,
+        "docstring": "# Summary\n\nCSV parser base implementation for OmniRead.\n\nThis module defines the **CSV-specific parser contract**, extending the\nformat-agnostic `BaseParser` with constraints appropriate for\ncomma-separated-value documents.",
+        "members": {
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.csv.parser_base.ContentType",
+            "signature": null,
+            "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.csv.parser_base.ContentType.HTML",
+                "signature": null,
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.csv.parser_base.ContentType.PDF",
+                "signature": null,
+                "docstring": "PDF document content."
+              },
+              "XLSX": {
+                "name": "XLSX",
+                "kind": "attribute",
+                "path": "omniread.csv.parser_base.ContentType.XLSX",
+                "signature": null,
+                "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+              },
+              "CSV": {
+                "name": "CSV",
+                "kind": "attribute",
+                "path": "omniread.csv.parser_base.ContentType.CSV",
+                "signature": null,
+                "docstring": "Comma-separated-value document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.csv.parser_base.ContentType.JSON",
+                "signature": null,
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.csv.parser_base.ContentType.XML",
+                "signature": null,
+                "docstring": "XML document content."
+              }
+            }
+          },
+          "BaseParser": {
+            "name": "BaseParser",
+            "kind": "class",
+            "path": "omniread.csv.parser_base.BaseParser",
+            "signature": "BaseParser(content: Content)",
+            "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.csv.parser_base.BaseParser.supported_types",
+                "signature": null,
+                "docstring": "Set of content types supported by this parser. An empty set indicates that the parser is content-type agnostic."
+              },
+              "content": {
+                "name": "content",
+                "kind": "attribute",
+                "path": "omniread.csv.parser_base.BaseParser.content",
+                "signature": null,
+                "docstring": null
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.csv.parser_base.BaseParser.parse",
+                "signature": "parse()",
+                "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
+              },
+              "supports": {
+                "name": "supports",
+                "kind": "function",
+                "path": "omniread.csv.parser_base.BaseParser.supports",
+                "signature": "supports()",
+                "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
+              }
+            }
+          },
+          "T": {
+            "name": "T",
+            "kind": "attribute",
+            "path": "omniread.csv.parser_base.T",
+            "signature": null,
+            "docstring": null
+          },
+          "CsvParserBase": {
+            "name": "CsvParserBase",
+            "kind": "class",
+            "path": "omniread.csv.parser_base.CsvParserBase",
+            "signature": null,
+            "docstring": "Base csv parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces csv content-type compatibility and provides\n          the extension point for implementing concrete csv parsing\n          strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.csv.parser_base.CsvParserBase.supported_types",
+                "signature": null,
+                "docstring": "Set of content types supported by this parser (CSV only)."
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.csv.parser_base.CsvParserBase.parse",
+                "signature": "parse() -> T",
+                "docstring": "Parse csv content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation."
+              }
+            }
+          }
+        }
+      },
+      "scraper": {
+        "name": "scraper",
+        "kind": "module",
+        "path": "omniread.csv.scraper",
+        "signature": null,
+        "docstring": "# Summary\n\nCSV scraper for OmniRead.\n\nThis module defines the scraper responsible for acquiring raw\ncomma-separated-value document content from a backing store via a\nconfigured client.\n\nThe scraper does not interpret or parse the acquired bytes; it wraps them in\nthe canonical `Content` model.",
+        "members": {
+          "Content": {
+            "name": "Content",
+            "kind": "class",
+            "path": "omniread.csv.scraper.Content",
+            "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
+            "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
+            "members": {
+              "raw": {
+                "name": "raw",
+                "kind": "attribute",
+                "path": "omniread.csv.scraper.Content.raw",
+                "signature": null,
+                "docstring": "Raw content bytes as retrieved from the source."
+              },
+              "source": {
+                "name": "source",
+                "kind": "attribute",
+                "path": "omniread.csv.scraper.Content.source",
+                "signature": null,
+                "docstring": "Identifier of the content origin (URL, file path, or logical name)."
+              },
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.csv.scraper.Content.content_type",
+                "signature": null,
+                "docstring": "Optional MIME type of the content, if known."
+              },
+              "metadata": {
+                "name": "metadata",
+                "kind": "attribute",
+                "path": "omniread.csv.scraper.Content.metadata",
+                "signature": null,
+                "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
+              }
+            }
+          },
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.csv.scraper.ContentType",
+            "signature": null,
+            "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.csv.scraper.ContentType.HTML",
+                "signature": null,
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.csv.scraper.ContentType.PDF",
+                "signature": null,
+                "docstring": "PDF document content."
+              },
+              "XLSX": {
+                "name": "XLSX",
+                "kind": "attribute",
+                "path": "omniread.csv.scraper.ContentType.XLSX",
+                "signature": null,
+                "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+              },
+              "CSV": {
+                "name": "CSV",
+                "kind": "attribute",
+                "path": "omniread.csv.scraper.ContentType.CSV",
+                "signature": null,
+                "docstring": "Comma-separated-value document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.csv.scraper.ContentType.JSON",
+                "signature": null,
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.csv.scraper.ContentType.XML",
+                "signature": null,
+                "docstring": "XML document content."
+              }
+            }
+          },
+          "BaseCsvClient": {
+            "name": "BaseCsvClient",
+            "kind": "class",
+            "path": "omniread.csv.scraper.BaseCsvClient",
+            "signature": null,
+            "docstring": "Abstract client responsible for retrieving csv bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full csv binary payload.\n        - Raise retrieval-specific errors on failure.",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.csv.scraper.BaseCsvClient.fetch",
+                "signature": "fetch(source: Any)",
+                "docstring": "Fetch raw csv bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the csv location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw csv bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
+              }
+            }
+          },
+          "CsvScraper": {
+            "name": "CsvScraper",
+            "kind": "class",
+            "path": "omniread.csv.scraper.CsvScraper",
+            "signature": "CsvScraper(*, client: BaseCsvClient)",
+            "docstring": "Scraper for csv documents.\n\nNotes:\n    **Responsibilities:**\n\n        - Fetch raw csv bytes via the configured client.\n        - Wrap the payload in a canonical `Content` instance with the\n          CSV content type and source identifier.\n\n    **Constraints:**\n\n        - The scraper does not perform parsing or interpretation.\n        - Does not assume a specific storage backend.",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.csv.scraper.CsvScraper.fetch",
+                "signature": "fetch(source: Any, *, metadata: Mapping[str, Any] | None = None) -> Content",
+                "docstring": "Fetch a csv document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the csv source as understood by the\n        configured client.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw csv bytes, source\n        identifier, CSV content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the client."
+              }
+            }
+          }
+        }
+      }
+    }
+  }
+}

docs/mcp/modules/omniread.csv.parser.json

@@ -0,0 +1,92 @@
+{
+  "module": "omniread.csv.parser",
+  "content": {
+    "path": "omniread.csv.parser",
+    "docstring": "# Summary\n\nCSV parser implementations for OmniRead.\n\nThis module provides a concrete, generic parser for comma-separated-value\ndocuments. It exposes records as lists of string cells so downstream\nconsumers can interpret tabular content without depending on the ``csv``\nmodule directly.\n\nThe parser is intentionally statement-agnostic: it performs no header\ndetection or column interpretation beyond basic cell normalization and\ndelimiter detection.",
+    "objects": {
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.csv.parser.Content",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
+        "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.csv.parser.Content.raw",
+            "signature": null,
+            "docstring": "Raw content bytes as retrieved from the source."
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.csv.parser.Content.source",
+            "signature": null,
+            "docstring": "Identifier of the content origin (URL, file path, or logical name)."
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.csv.parser.Content.content_type",
+            "signature": null,
+            "docstring": "Optional MIME type of the content, if known."
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.csv.parser.Content.metadata",
+            "signature": null,
+            "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
+          }
+        }
+      },
+      "CsvParserBase": {
+        "name": "CsvParserBase",
+        "kind": "class",
+        "path": "omniread.csv.parser.CsvParserBase",
+        "signature": null,
+        "docstring": "Base csv parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces csv content-type compatibility and provides\n          the extension point for implementing concrete csv parsing\n          strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.csv.parser.CsvParserBase.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser (CSV only)."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.csv.parser.CsvParserBase.parse",
+            "signature": "parse()",
+            "docstring": "Parse csv content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation."
+          }
+        }
+      },
+      "CsvParser": {
+        "name": "CsvParser",
+        "kind": "class",
+        "path": "omniread.csv.parser.CsvParser",
+        "signature": "CsvParser(content: Content)",
+        "docstring": "Generic csv parser producing string rows from the document.\n\nNotes:\n    **Responsibilities:**\n\n        - Decode the payload (UTF-8 with BOM support, Latin-1 fallback).\n        - Detect the delimiter from a leading sample (`,` `;` tab `|`),\n          defaulting to `,`.\n        - Normalize cells into deterministic stripped string values.\n        - Expose row extraction helpers mirroring `XlsxParser.rows`.\n\n    **Constraints:**\n\n        - All values are strings; consumers requiring typed values must\n          convert on their side.\n        - Quoted fields containing delimiters/newlines are handled by\n          the standard ``csv`` module.",
+        "members": {
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.csv.parser.CsvParser.parse",
+            "signature": "parse() -> list[list[str]]",
+            "docstring": "Parse the document into normalized string rows.\n\nReturns:\n    list[list[str]]:\n        Rows of the document."
+          },
+          "rows": {
+            "name": "rows",
+            "kind": "function",
+            "path": "omniread.csv.parser.CsvParser.rows",
+            "signature": "rows(*, skip_empty: bool = True) -> list[list[str]]",
+            "docstring": "Extract normalized string rows from the document.\n\nArgs:\n    skip_empty (bool):\n        When True (default), rows whose cells are all blank are\n        omitted.\n\nReturns:\n    list[list[str]]:\n        Normalized rows; trailing blank cells are trimmed per row."
+          }
+        }
+      }
+    }
+  }
+}

docs/mcp/modules/omniread.csv.parser_base.json

@@ -0,0 +1,127 @@
+{
+  "module": "omniread.csv.parser_base",
+  "content": {
+    "path": "omniread.csv.parser_base",
+    "docstring": "# Summary\n\nCSV parser base implementation for OmniRead.\n\nThis module defines the **CSV-specific parser contract**, extending the\nformat-agnostic `BaseParser` with constraints appropriate for\ncomma-separated-value documents.",
+    "objects": {
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.csv.parser_base.ContentType",
+        "signature": null,
+        "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.csv.parser_base.ContentType.HTML",
+            "signature": null,
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.csv.parser_base.ContentType.PDF",
+            "signature": null,
+            "docstring": "PDF document content."
+          },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.csv.parser_base.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.csv.parser_base.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.csv.parser_base.ContentType.JSON",
+            "signature": null,
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.csv.parser_base.ContentType.XML",
+            "signature": null,
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "BaseParser": {
+        "name": "BaseParser",
+        "kind": "class",
+        "path": "omniread.csv.parser_base.BaseParser",
+        "signature": "BaseParser(content: Content)",
+        "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.csv.parser_base.BaseParser.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser. An empty set indicates that the parser is content-type agnostic."
+          },
+          "content": {
+            "name": "content",
+            "kind": "attribute",
+            "path": "omniread.csv.parser_base.BaseParser.content",
+            "signature": null,
+            "docstring": null
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.csv.parser_base.BaseParser.parse",
+            "signature": "parse()",
+            "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
+          },
+          "supports": {
+            "name": "supports",
+            "kind": "function",
+            "path": "omniread.csv.parser_base.BaseParser.supports",
+            "signature": "supports()",
+            "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
+          }
+        }
+      },
+      "T": {
+        "name": "T",
+        "kind": "attribute",
+        "path": "omniread.csv.parser_base.T",
+        "signature": null,
+        "docstring": null
+      },
+      "CsvParserBase": {
+        "name": "CsvParserBase",
+        "kind": "class",
+        "path": "omniread.csv.parser_base.CsvParserBase",
+        "signature": null,
+        "docstring": "Base csv parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces csv content-type compatibility and provides\n          the extension point for implementing concrete csv parsing\n          strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.csv.parser_base.CsvParserBase.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser (CSV only)."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.csv.parser_base.CsvParserBase.parse",
+            "signature": "parse() -> T",
+            "docstring": "Parse csv content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation."
+          }
+        }
+      }
+    }
+  }
+}

docs/mcp/modules/omniread.csv.scraper.json

@@ -0,0 +1,129 @@
+{
+  "module": "omniread.csv.scraper",
+  "content": {
+    "path": "omniread.csv.scraper",
+    "docstring": "# Summary\n\nCSV scraper for OmniRead.\n\nThis module defines the scraper responsible for acquiring raw\ncomma-separated-value document content from a backing store via a\nconfigured client.\n\nThe scraper does not interpret or parse the acquired bytes; it wraps them in\nthe canonical `Content` model.",
+    "objects": {
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.csv.scraper.Content",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
+        "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.csv.scraper.Content.raw",
+            "signature": null,
+            "docstring": "Raw content bytes as retrieved from the source."
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.csv.scraper.Content.source",
+            "signature": null,
+            "docstring": "Identifier of the content origin (URL, file path, or logical name)."
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.csv.scraper.Content.content_type",
+            "signature": null,
+            "docstring": "Optional MIME type of the content, if known."
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.csv.scraper.Content.metadata",
+            "signature": null,
+            "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
+          }
+        }
+      },
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.csv.scraper.ContentType",
+        "signature": null,
+        "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.csv.scraper.ContentType.HTML",
+            "signature": null,
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.csv.scraper.ContentType.PDF",
+            "signature": null,
+            "docstring": "PDF document content."
+          },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.csv.scraper.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.csv.scraper.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.csv.scraper.ContentType.JSON",
+            "signature": null,
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.csv.scraper.ContentType.XML",
+            "signature": null,
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "BaseCsvClient": {
+        "name": "BaseCsvClient",
+        "kind": "class",
+        "path": "omniread.csv.scraper.BaseCsvClient",
+        "signature": null,
+        "docstring": "Abstract client responsible for retrieving csv bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full csv binary payload.\n        - Raise retrieval-specific errors on failure.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.csv.scraper.BaseCsvClient.fetch",
+            "signature": "fetch(source: Any)",
+            "docstring": "Fetch raw csv bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the csv location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw csv bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
+          }
+        }
+      },
+      "CsvScraper": {
+        "name": "CsvScraper",
+        "kind": "class",
+        "path": "omniread.csv.scraper.CsvScraper",
+        "signature": "CsvScraper(*, client: BaseCsvClient)",
+        "docstring": "Scraper for csv documents.\n\nNotes:\n    **Responsibilities:**\n\n        - Fetch raw csv bytes via the configured client.\n        - Wrap the payload in a canonical `Content` instance with the\n          CSV content type and source identifier.\n\n    **Constraints:**\n\n        - The scraper does not perform parsing or interpretation.\n        - Does not assume a specific storage backend.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.csv.scraper.CsvScraper.fetch",
+            "signature": "fetch(source: Any, *, metadata: Mapping[str, Any] | None = None) -> Content",
+            "docstring": "Fetch a csv document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the csv source as understood by the\n        configured client.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw csv bytes, source\n        identifier, CSV content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the client."
+          }
+        }
+      }
+    }
+  }
+}

docs/mcp/modules/omniread.html.json

@@ -8,29 +8,29 @@
         "name": "HTMLScraper",
         "kind": "class",
         "path": "omniread.html.HTMLScraper",
-        "signature": "<bound method Alias.signature of Alias('HTMLScraper', 'omniread.html.scraper.HTMLScraper')>",
+        "signature": "HTMLScraper(*, client: httpx.Client | None = None, timeout: float = 15.0, headers: Mapping[str, str] | None = None, follow_redirects: bool = True)",
         "docstring": "Base HTML scraper using `httpx`.\n\nNotes:\n    **Responsibilities:**\n\n        - This scraper retrieves HTML documents over HTTP(S) and returns\n          them as raw content wrapped in a `Content` object.\n        - Fetches raw bytes and metadata only.\n        - The scraper uses `httpx.Client` for HTTP requests, enforces an\n          HTML content type, and preserves HTTP response metadata.\n\n    **Constraints:**\n\n        - The scraper does not: Parse HTML, perform retries or backoff,\n          handle non-HTML responses.",
         "members": {
           "content_type": {
             "name": "content_type",
             "kind": "attribute",
             "path": "omniread.html.HTMLScraper.content_type",
-            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.html.scraper.HTMLScraper.content_type')>",
+            "signature": null,
             "docstring": null
           },
           "validate_content_type": {
             "name": "validate_content_type",
             "kind": "function",
             "path": "omniread.html.HTMLScraper.validate_content_type",
-            "signature": "<bound method Alias.signature of Alias('validate_content_type', 'omniread.html.scraper.HTMLScraper.validate_content_type')>",
+            "signature": "validate_content_type(response: httpx.Response)",
             "docstring": "Validate that the HTTP response contains HTML content.\n\nArgs:\n    response (httpx.Response):\n        HTTP response returned by `httpx`.\n\nRaises:\n    ValueError:\n        If the `Content-Type` header is missing or does not indicate HTML content."
           },
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.html.HTMLScraper.fetch",
-            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.html.scraper.HTMLScraper.fetch')>",
-            "docstring": "Fetch an HTML document from the given source.\n\nArgs:\n    source (str):\n        URL of the HTML document.\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional metadata to be merged into the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw HTML bytes, source URL, HTML content type, and HTTP response metadata.\n\nRaises:\n    httpx.HTTPError:\n        If the HTTP request fails.\n    ValueError:\n        If the response is not valid HTML."
+            "signature": "fetch(source: str, *, metadata: Mapping[str, Any] | None = None)",
+            "docstring": "Fetch an HTML document from the given source.\n\nArgs:\n    source (str):\n        URL of the HTML document.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to be merged into the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw HTML bytes, source URL, HTML content type, and HTTP response metadata.\n\nRaises:\n    httpx.HTTPError:\n        If the HTTP request fails.\n    ValueError:\n        If the response is not valid HTML."
           }
         }
       },
@@ -38,49 +38,49 @@
         "name": "HTMLParser",
         "kind": "class",
         "path": "omniread.html.HTMLParser",
-        "signature": "<bound method Alias.signature of Alias('HTMLParser', 'omniread.html.parser.HTMLParser')>",
+        "signature": "HTMLParser(content: Content, features: str = 'html.parser')",
         "docstring": "Base HTML parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class extends the core `BaseParser` with HTML-specific behavior,\n          including DOM parsing via BeautifulSoup and reusable extraction helpers.\n        - Provides reusable helpers for HTML extraction. Concrete parsers must\n          explicitly define the return type.\n\n    **Guarantees:**\n\n        - Accepts only HTML content.\n        - Owns a parsed BeautifulSoup DOM tree.\n        - Provides pure helper utilities for common HTML structures.\n\n    **Constraints:**\n\n        - Concrete subclasses must define the output type `T` and implement\n          the `parse()` method.",
         "members": {
           "supported_types": {
             "name": "supported_types",
             "kind": "attribute",
             "path": "omniread.html.HTMLParser.supported_types",
-            "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.html.parser.HTMLParser.supported_types')>",
+            "signature": null,
             "docstring": "Set of content types supported by this parser (HTML only)."
           },
           "parse": {
             "name": "parse",
             "kind": "function",
             "path": "omniread.html.HTMLParser.parse",
-            "signature": "<bound method Alias.signature of Alias('parse', 'omniread.html.parser.HTMLParser.parse')>",
+            "signature": "parse()",
             "docstring": "Fully parse the HTML content into structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully interpret the HTML DOM and return a\n          deterministic, structured output."
           },
           "parse_div": {
             "name": "parse_div",
             "kind": "function",
             "path": "omniread.html.HTMLParser.parse_div",
-            "signature": "<bound method Alias.signature of Alias('parse_div', 'omniread.html.parser.HTMLParser.parse_div')>",
+            "signature": "parse_div(div: Tag, *, separator: str = ' ')",
             "docstring": "Extract normalized text from a `<div>` element.\n\nArgs:\n    div (Tag):\n        BeautifulSoup tag representing a `<div>`.\n    separator (str, optional):\n        String used to separate text nodes.\n\nReturns:\n    str:\n        Flattened, whitespace-normalized text content."
           },
           "parse_link": {
             "name": "parse_link",
             "kind": "function",
             "path": "omniread.html.HTMLParser.parse_link",
-            "signature": "<bound method Alias.signature of Alias('parse_link', 'omniread.html.parser.HTMLParser.parse_link')>",
-            "docstring": "Extract the hyperlink reference from an `<a>` element.\n\nArgs:\n    a (Tag):\n        BeautifulSoup tag representing an anchor.\n\nReturns:\n    Optional[str]:\n        The value of the `href` attribute, or None if absent."
+            "signature": "parse_link(a: Tag)",
+            "docstring": "Extract the hyperlink reference from an `<a>` element.\n\nArgs:\n    a (Tag):\n        BeautifulSoup tag representing an anchor.\n\nReturns:\n    str | None:\n        The value of the `href` attribute, or None if absent."
           },
           "parse_table": {
             "name": "parse_table",
             "kind": "function",
             "path": "omniread.html.HTMLParser.parse_table",
-            "signature": "<bound method Alias.signature of Alias('parse_table', 'omniread.html.parser.HTMLParser.parse_table')>",
+            "signature": "parse_table(table: Tag)",
             "docstring": "Parse an HTML table into a 2D list of strings.\n\nArgs:\n    table (Tag):\n        BeautifulSoup tag representing a `<table>`.\n\nReturns:\n    list[list[str]]:\n        A list of rows, where each row is a list of cell text values."
           },
           "parse_meta": {
             "name": "parse_meta",
             "kind": "function",
             "path": "omniread.html.HTMLParser.parse_meta",
-            "signature": "<bound method Alias.signature of Alias('parse_meta', 'omniread.html.parser.HTMLParser.parse_meta')>",
+            "signature": "parse_meta()",
             "docstring": "Extract high-level metadata from the HTML document.\n\nReturns:\n    dict[str, Any]:\n        Dictionary containing extracted metadata.\n\nNotes:\n    **Responsibilities:**\n\n        - Extract high-level metadata from the HTML document.\n        - This includes: Document title, `<meta>` tag name/property to\n          content mappings."
           }
         }
@@ -92,162 +92,127 @@
         "signature": null,
         "docstring": "# Summary\n\nHTML parser base implementations for OmniRead.\n\nThis module provides reusable HTML parsing utilities built on top of\nthe abstract parser contracts defined in `omniread.core.parser`.\n\nIt supplies:\n\n- Content-type enforcement for HTML inputs\n- BeautifulSoup initialization and lifecycle management\n- Common helper methods for extracting structured data from HTML elements\n\nConcrete parsers must subclass `HTMLParser` and implement the `parse()` method\nto return a structured representation appropriate for their use case.",
         "members": {
-          "Any": {
-            "name": "Any",
-            "kind": "alias",
-            "path": "omniread.html.parser.Any",
-            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-            "docstring": null
-          },
-          "Generic": {
-            "name": "Generic",
-            "kind": "alias",
-            "path": "omniread.html.parser.Generic",
-            "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
-            "docstring": null
-          },
-          "TypeVar": {
-            "name": "TypeVar",
-            "kind": "alias",
-            "path": "omniread.html.parser.TypeVar",
-            "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
-            "docstring": null
-          },
-          "Optional": {
-            "name": "Optional",
-            "kind": "alias",
-            "path": "omniread.html.parser.Optional",
-            "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
-            "docstring": null
-          },
-          "abstractmethod": {
-            "name": "abstractmethod",
-            "kind": "alias",
-            "path": "omniread.html.parser.abstractmethod",
-            "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
-            "docstring": null
-          },
-          "BeautifulSoup": {
-            "name": "BeautifulSoup",
-            "kind": "alias",
-            "path": "omniread.html.parser.BeautifulSoup",
-            "signature": "<bound method Alias.signature of Alias('BeautifulSoup', 'bs4.BeautifulSoup')>",
-            "docstring": null
-          },
-          "Tag": {
-            "name": "Tag",
-            "kind": "alias",
-            "path": "omniread.html.parser.Tag",
-            "signature": "<bound method Alias.signature of Alias('Tag', 'bs4.Tag')>",
-            "docstring": null
-          },
-          "ContentType": {
-            "name": "ContentType",
-            "kind": "class",
-            "path": "omniread.html.parser.ContentType",
-            "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
-            "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
-            "members": {
-              "HTML": {
-                "name": "HTML",
-                "kind": "attribute",
-                "path": "omniread.html.parser.ContentType.HTML",
-                "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
-                "docstring": "HTML document content."
-              },
-              "PDF": {
-                "name": "PDF",
-                "kind": "attribute",
-                "path": "omniread.html.parser.ContentType.PDF",
-                "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
-                "docstring": "PDF document content."
-              },
-              "JSON": {
-                "name": "JSON",
-                "kind": "attribute",
-                "path": "omniread.html.parser.ContentType.JSON",
-                "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
-                "docstring": "JSON document content."
-              },
-              "XML": {
-                "name": "XML",
-                "kind": "attribute",
-                "path": "omniread.html.parser.ContentType.XML",
-                "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
-                "docstring": "XML document content."
-              }
-            }
-          },
           "Content": {
             "name": "Content",
             "kind": "class",
             "path": "omniread.html.parser.Content",
-            "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+            "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
             "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
             "members": {
               "raw": {
                 "name": "raw",
                 "kind": "attribute",
                 "path": "omniread.html.parser.Content.raw",
-                "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+                "signature": null,
                 "docstring": "Raw content bytes as retrieved from the source."
               },
               "source": {
                 "name": "source",
                 "kind": "attribute",
                 "path": "omniread.html.parser.Content.source",
-                "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+                "signature": null,
                 "docstring": "Identifier of the content origin (URL, file path, or logical name)."
               },
               "content_type": {
                 "name": "content_type",
                 "kind": "attribute",
                 "path": "omniread.html.parser.Content.content_type",
-                "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+                "signature": null,
                 "docstring": "Optional MIME type of the content, if known."
               },
               "metadata": {
                 "name": "metadata",
                 "kind": "attribute",
                 "path": "omniread.html.parser.Content.metadata",
-                "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+                "signature": null,
                 "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
               }
             }
           },
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.html.parser.ContentType",
+            "signature": null,
+            "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.html.parser.ContentType.HTML",
+                "signature": null,
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.html.parser.ContentType.PDF",
+                "signature": null,
+                "docstring": "PDF document content."
+              },
+              "XLSX": {
+                "name": "XLSX",
+                "kind": "attribute",
+                "path": "omniread.html.parser.ContentType.XLSX",
+                "signature": null,
+                "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+              },
+              "CSV": {
+                "name": "CSV",
+                "kind": "attribute",
+                "path": "omniread.html.parser.ContentType.CSV",
+                "signature": null,
+                "docstring": "Comma-separated-value document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.html.parser.ContentType.JSON",
+                "signature": null,
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.html.parser.ContentType.XML",
+                "signature": null,
+                "docstring": "XML document content."
+              }
+            }
+          },
           "BaseParser": {
             "name": "BaseParser",
             "kind": "class",
             "path": "omniread.html.parser.BaseParser",
-            "signature": "<bound method Alias.signature of Alias('BaseParser', 'omniread.core.parser.BaseParser')>",
+            "signature": "BaseParser(content: Content)",
             "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
             "members": {
               "supported_types": {
                 "name": "supported_types",
                 "kind": "attribute",
                 "path": "omniread.html.parser.BaseParser.supported_types",
-                "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.core.parser.BaseParser.supported_types')>",
+                "signature": null,
                 "docstring": "Set of content types supported by this parser. An empty set indicates that the parser is content-type agnostic."
               },
               "content": {
                 "name": "content",
                 "kind": "attribute",
                 "path": "omniread.html.parser.BaseParser.content",
-                "signature": "<bound method Alias.signature of Alias('content', 'omniread.core.parser.BaseParser.content')>",
+                "signature": null,
                 "docstring": null
               },
               "parse": {
                 "name": "parse",
                 "kind": "function",
                 "path": "omniread.html.parser.BaseParser.parse",
-                "signature": "<bound method Alias.signature of Alias('parse', 'omniread.core.parser.BaseParser.parse')>",
+                "signature": "parse()",
                 "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
               },
               "supports": {
                 "name": "supports",
                 "kind": "function",
                 "path": "omniread.html.parser.BaseParser.supports",
-                "signature": "<bound method Alias.signature of Alias('supports', 'omniread.core.parser.BaseParser.supports')>",
+                "signature": "supports()",
                 "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
               }
             }
@@ -263,7 +228,7 @@
             "name": "HTMLParser",
             "kind": "class",
             "path": "omniread.html.parser.HTMLParser",
-            "signature": "<bound method Class.signature of Class('HTMLParser', 30, 205)>",
+            "signature": "HTMLParser(content: Content, features: str = 'html.parser')",
             "docstring": "Base HTML parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class extends the core `BaseParser` with HTML-specific behavior,\n          including DOM parsing via BeautifulSoup and reusable extraction helpers.\n        - Provides reusable helpers for HTML extraction. Concrete parsers must\n          explicitly define the return type.\n\n    **Guarantees:**\n\n        - Accepts only HTML content.\n        - Owns a parsed BeautifulSoup DOM tree.\n        - Provides pure helper utilities for common HTML structures.\n\n    **Constraints:**\n\n        - Concrete subclasses must define the output type `T` and implement\n          the `parse()` method.",
             "members": {
               "supported_types": {
@@ -277,52 +242,38 @@
                 "name": "parse",
                 "kind": "function",
                 "path": "omniread.html.parser.HTMLParser.parse",
-                "signature": "<bound method Function.signature of Function('parse', 81, 96)>",
+                "signature": "parse() -> T",
                 "docstring": "Fully parse the HTML content into structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully interpret the HTML DOM and return a\n          deterministic, structured output."
               },
               "parse_div": {
                 "name": "parse_div",
                 "kind": "function",
                 "path": "omniread.html.parser.HTMLParser.parse_div",
-                "signature": "<bound method Function.signature of Function('parse_div', 102, 117)>",
+                "signature": "parse_div(div: Tag, *, separator: str = ' ') -> str",
                 "docstring": "Extract normalized text from a `<div>` element.\n\nArgs:\n    div (Tag):\n        BeautifulSoup tag representing a `<div>`.\n    separator (str, optional):\n        String used to separate text nodes.\n\nReturns:\n    str:\n        Flattened, whitespace-normalized text content."
               },
               "parse_link": {
                 "name": "parse_link",
                 "kind": "function",
                 "path": "omniread.html.parser.HTMLParser.parse_link",
-                "signature": "<bound method Function.signature of Function('parse_link', 119, 132)>",
-                "docstring": "Extract the hyperlink reference from an `<a>` element.\n\nArgs:\n    a (Tag):\n        BeautifulSoup tag representing an anchor.\n\nReturns:\n    Optional[str]:\n        The value of the `href` attribute, or None if absent."
+                "signature": "parse_link(a: Tag) -> str | None",
+                "docstring": "Extract the hyperlink reference from an `<a>` element.\n\nArgs:\n    a (Tag):\n        BeautifulSoup tag representing an anchor.\n\nReturns:\n    str | None:\n        The value of the `href` attribute, or None if absent."
               },
               "parse_table": {
                 "name": "parse_table",
                 "kind": "function",
                 "path": "omniread.html.parser.HTMLParser.parse_table",
-                "signature": "<bound method Function.signature of Function('parse_table', 134, 155)>",
+                "signature": "parse_table(table: Tag) -> list[list[str]]",
                 "docstring": "Parse an HTML table into a 2D list of strings.\n\nArgs:\n    table (Tag):\n        BeautifulSoup tag representing a `<table>`.\n\nReturns:\n    list[list[str]]:\n        A list of rows, where each row is a list of cell text values."
               },
               "parse_meta": {
                 "name": "parse_meta",
                 "kind": "function",
                 "path": "omniread.html.parser.HTMLParser.parse_meta",
-                "signature": "<bound method Function.signature of Function('parse_meta', 177, 205)>",
+                "signature": "parse_meta() -> dict[str, Any]",
                 "docstring": "Extract high-level metadata from the HTML document.\n\nReturns:\n    dict[str, Any]:\n        Dictionary containing extracted metadata.\n\nNotes:\n    **Responsibilities:**\n\n        - Extract high-level metadata from the HTML document.\n        - This includes: Document title, `<meta>` tag name/property to\n          content mappings."
               }
             }
-          },
-          "list": {
-            "name": "list",
-            "kind": "alias",
-            "path": "omniread.html.parser.list",
-            "signature": "<bound method Alias.signature of Alias('list', 'typing.list')>",
-            "docstring": null
-          },
-          "dict": {
-            "name": "dict",
-            "kind": "alias",
-            "path": "omniread.html.parser.dict",
-            "signature": "<bound method Alias.signature of Alias('dict', 'typing.dict')>",
-            "docstring": null
           }
         }
       },
@@ -333,67 +284,39 @@
         "signature": null,
         "docstring": "# Summary\n\nHTML scraping implementation for OmniRead.\n\nThis module provides an HTTP-based scraper for retrieving HTML documents.\nIt implements the core `BaseScraper` contract using `httpx` as the transport\nlayer.\n\nThis scraper is responsible for:\n\n- Fetching raw HTML bytes over HTTP(S)\n- Validating response content type\n- Attaching HTTP metadata to the returned content\n\nThis scraper is not responsible for:\n\n- Parsing or interpreting HTML\n- Retrying failed requests\n- Managing crawl policies or rate limiting",
         "members": {
-          "httpx": {
-            "name": "httpx",
-            "kind": "alias",
-            "path": "omniread.html.scraper.httpx",
-            "signature": "<bound method Alias.signature of Alias('httpx', 'httpx')>",
-            "docstring": null
-          },
-          "Any": {
-            "name": "Any",
-            "kind": "alias",
-            "path": "omniread.html.scraper.Any",
-            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-            "docstring": null
-          },
-          "Mapping": {
-            "name": "Mapping",
-            "kind": "alias",
-            "path": "omniread.html.scraper.Mapping",
-            "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
-            "docstring": null
-          },
-          "Optional": {
-            "name": "Optional",
-            "kind": "alias",
-            "path": "omniread.html.scraper.Optional",
-            "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
-            "docstring": null
-          },
           "Content": {
             "name": "Content",
             "kind": "class",
             "path": "omniread.html.scraper.Content",
-            "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+            "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
             "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
             "members": {
               "raw": {
                 "name": "raw",
                 "kind": "attribute",
                 "path": "omniread.html.scraper.Content.raw",
-                "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+                "signature": null,
                 "docstring": "Raw content bytes as retrieved from the source."
               },
               "source": {
                 "name": "source",
                 "kind": "attribute",
                 "path": "omniread.html.scraper.Content.source",
-                "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+                "signature": null,
                 "docstring": "Identifier of the content origin (URL, file path, or logical name)."
               },
               "content_type": {
                 "name": "content_type",
                 "kind": "attribute",
                 "path": "omniread.html.scraper.Content.content_type",
-                "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+                "signature": null,
                 "docstring": "Optional MIME type of the content, if known."
               },
               "metadata": {
                 "name": "metadata",
                 "kind": "attribute",
                 "path": "omniread.html.scraper.Content.metadata",
-                "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+                "signature": null,
                 "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
               }
             }
@@ -402,35 +325,49 @@
             "name": "ContentType",
             "kind": "class",
             "path": "omniread.html.scraper.ContentType",
-            "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+            "signature": null,
             "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
             "members": {
               "HTML": {
                 "name": "HTML",
                 "kind": "attribute",
                 "path": "omniread.html.scraper.ContentType.HTML",
-                "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+                "signature": null,
                 "docstring": "HTML document content."
               },
               "PDF": {
                 "name": "PDF",
                 "kind": "attribute",
                 "path": "omniread.html.scraper.ContentType.PDF",
-                "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+                "signature": null,
                 "docstring": "PDF document content."
               },
+              "XLSX": {
+                "name": "XLSX",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.ContentType.XLSX",
+                "signature": null,
+                "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+              },
+              "CSV": {
+                "name": "CSV",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.ContentType.CSV",
+                "signature": null,
+                "docstring": "Comma-separated-value document content."
+              },
               "JSON": {
                 "name": "JSON",
                 "kind": "attribute",
                 "path": "omniread.html.scraper.ContentType.JSON",
-                "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+                "signature": null,
                 "docstring": "JSON document content."
               },
               "XML": {
                 "name": "XML",
                 "kind": "attribute",
                 "path": "omniread.html.scraper.ContentType.XML",
-                "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+                "signature": null,
                 "docstring": "XML document content."
               }
             }
@@ -439,15 +376,15 @@
             "name": "BaseScraper",
             "kind": "class",
             "path": "omniread.html.scraper.BaseScraper",
-            "signature": "<bound method Alias.signature of Alias('BaseScraper', 'omniread.core.scraper.BaseScraper')>",
+            "signature": null,
             "docstring": "Base interface for all scrapers.\n\nNotes:\n    **Responsibilities:**\n\n        - A scraper is responsible ONLY for fetching raw content (bytes)\n          from a source. It must not interpret or parse it.\n        - A scraper is a stateless acquisition component that retrieves raw\n          content from a source and returns it as a `Content` object.\n        - Scrapers define how content is obtained, not what the content means.\n        - Implementations may vary in transport mechanism, authentication\n          strategy, retry and backoff behavior.\n\n    **Constraints:**\n\n        - Implementations must not parse content, modify content semantics,\n          or couple scraping logic to a specific parser.",
             "members": {
               "fetch": {
                 "name": "fetch",
                 "kind": "function",
                 "path": "omniread.html.scraper.BaseScraper.fetch",
-                "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.core.scraper.BaseScraper.fetch')>",
-                "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
+                "signature": "fetch(source: str, *, metadata: Mapping[str, Any] | None = None)",
+                "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Mapping[str, Any] | None, optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
               }
             }
           },
@@ -455,7 +392,7 @@
             "name": "HTMLScraper",
             "kind": "class",
             "path": "omniread.html.scraper.HTMLScraper",
-            "signature": "<bound method Class.signature of Class('HTMLScraper', 30, 143)>",
+            "signature": "HTMLScraper(*, client: httpx.Client | None = None, timeout: float = 15.0, headers: Mapping[str, str] | None = None, follow_redirects: bool = True)",
             "docstring": "Base HTML scraper using `httpx`.\n\nNotes:\n    **Responsibilities:**\n\n        - This scraper retrieves HTML documents over HTTP(S) and returns\n          them as raw content wrapped in a `Content` object.\n        - Fetches raw bytes and metadata only.\n        - The scraper uses `httpx.Client` for HTTP requests, enforces an\n          HTML content type, and preserves HTTP response metadata.\n\n    **Constraints:**\n\n        - The scraper does not: Parse HTML, perform retries or backoff,\n          handle non-HTML responses.",
             "members": {
               "content_type": {
@@ -469,15 +406,15 @@
                 "name": "validate_content_type",
                 "kind": "function",
                 "path": "omniread.html.scraper.HTMLScraper.validate_content_type",
-                "signature": "<bound method Function.signature of Function('validate_content_type', 78, 102)>",
+                "signature": "validate_content_type(response: httpx.Response) -> None",
                 "docstring": "Validate that the HTTP response contains HTML content.\n\nArgs:\n    response (httpx.Response):\n        HTTP response returned by `httpx`.\n\nRaises:\n    ValueError:\n        If the `Content-Type` header is missing or does not indicate HTML content."
               },
               "fetch": {
                 "name": "fetch",
                 "kind": "function",
                 "path": "omniread.html.scraper.HTMLScraper.fetch",
-                "signature": "<bound method Function.signature of Function('fetch', 104, 143)>",
-                "docstring": "Fetch an HTML document from the given source.\n\nArgs:\n    source (str):\n        URL of the HTML document.\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional metadata to be merged into the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw HTML bytes, source URL, HTML content type, and HTTP response metadata.\n\nRaises:\n    httpx.HTTPError:\n        If the HTTP request fails.\n    ValueError:\n        If the response is not valid HTML."
+                "signature": "fetch(source: str, *, metadata: Mapping[str, Any] | None = None) -> Content",
+                "docstring": "Fetch an HTML document from the given source.\n\nArgs:\n    source (str):\n        URL of the HTML document.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to be merged into the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw HTML bytes, source URL, HTML content type, and HTTP response metadata.\n\nRaises:\n    httpx.HTTPError:\n        If the HTTP request fails.\n    ValueError:\n        If the response is not valid HTML."
               }
             }
           }

docs/mcp/modules/omniread.html.parser.json

@@ -4,162 +4,127 @@
     "path": "omniread.html.parser",
     "docstring": "# Summary\n\nHTML parser base implementations for OmniRead.\n\nThis module provides reusable HTML parsing utilities built on top of\nthe abstract parser contracts defined in `omniread.core.parser`.\n\nIt supplies:\n\n- Content-type enforcement for HTML inputs\n- BeautifulSoup initialization and lifecycle management\n- Common helper methods for extracting structured data from HTML elements\n\nConcrete parsers must subclass `HTMLParser` and implement the `parse()` method\nto return a structured representation appropriate for their use case.",
     "objects": {
-      "Any": {
-        "name": "Any",
-        "kind": "alias",
-        "path": "omniread.html.parser.Any",
-        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-        "docstring": null
-      },
-      "Generic": {
-        "name": "Generic",
-        "kind": "alias",
-        "path": "omniread.html.parser.Generic",
-        "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
-        "docstring": null
-      },
-      "TypeVar": {
-        "name": "TypeVar",
-        "kind": "alias",
-        "path": "omniread.html.parser.TypeVar",
-        "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
-        "docstring": null
-      },
-      "Optional": {
-        "name": "Optional",
-        "kind": "alias",
-        "path": "omniread.html.parser.Optional",
-        "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
-        "docstring": null
-      },
-      "abstractmethod": {
-        "name": "abstractmethod",
-        "kind": "alias",
-        "path": "omniread.html.parser.abstractmethod",
-        "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
-        "docstring": null
-      },
-      "BeautifulSoup": {
-        "name": "BeautifulSoup",
-        "kind": "alias",
-        "path": "omniread.html.parser.BeautifulSoup",
-        "signature": "<bound method Alias.signature of Alias('BeautifulSoup', 'bs4.BeautifulSoup')>",
-        "docstring": null
-      },
-      "Tag": {
-        "name": "Tag",
-        "kind": "alias",
-        "path": "omniread.html.parser.Tag",
-        "signature": "<bound method Alias.signature of Alias('Tag', 'bs4.Tag')>",
-        "docstring": null
-      },
-      "ContentType": {
-        "name": "ContentType",
-        "kind": "class",
-        "path": "omniread.html.parser.ContentType",
-        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
-        "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
-        "members": {
-          "HTML": {
-            "name": "HTML",
-            "kind": "attribute",
-            "path": "omniread.html.parser.ContentType.HTML",
-            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
-            "docstring": "HTML document content."
-          },
-          "PDF": {
-            "name": "PDF",
-            "kind": "attribute",
-            "path": "omniread.html.parser.ContentType.PDF",
-            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
-            "docstring": "PDF document content."
-          },
-          "JSON": {
-            "name": "JSON",
-            "kind": "attribute",
-            "path": "omniread.html.parser.ContentType.JSON",
-            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
-            "docstring": "JSON document content."
-          },
-          "XML": {
-            "name": "XML",
-            "kind": "attribute",
-            "path": "omniread.html.parser.ContentType.XML",
-            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
-            "docstring": "XML document content."
-          }
-        }
-      },
       "Content": {
         "name": "Content",
         "kind": "class",
         "path": "omniread.html.parser.Content",
-        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
         "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
         "members": {
           "raw": {
             "name": "raw",
             "kind": "attribute",
             "path": "omniread.html.parser.Content.raw",
-            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "signature": null,
             "docstring": "Raw content bytes as retrieved from the source."
           },
           "source": {
             "name": "source",
             "kind": "attribute",
             "path": "omniread.html.parser.Content.source",
-            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "signature": null,
             "docstring": "Identifier of the content origin (URL, file path, or logical name)."
           },
           "content_type": {
             "name": "content_type",
             "kind": "attribute",
             "path": "omniread.html.parser.Content.content_type",
-            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "signature": null,
             "docstring": "Optional MIME type of the content, if known."
           },
           "metadata": {
             "name": "metadata",
             "kind": "attribute",
             "path": "omniread.html.parser.Content.metadata",
-            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "signature": null,
             "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
           }
         }
       },
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.html.parser.ContentType",
+        "signature": null,
+        "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.html.parser.ContentType.HTML",
+            "signature": null,
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.html.parser.ContentType.PDF",
+            "signature": null,
+            "docstring": "PDF document content."
+          },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.html.parser.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.html.parser.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.html.parser.ContentType.JSON",
+            "signature": null,
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.html.parser.ContentType.XML",
+            "signature": null,
+            "docstring": "XML document content."
+          }
+        }
+      },
       "BaseParser": {
         "name": "BaseParser",
         "kind": "class",
         "path": "omniread.html.parser.BaseParser",
-        "signature": "<bound method Alias.signature of Alias('BaseParser', 'omniread.core.parser.BaseParser')>",
+        "signature": "BaseParser(content: Content)",
         "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
         "members": {
           "supported_types": {
             "name": "supported_types",
             "kind": "attribute",
             "path": "omniread.html.parser.BaseParser.supported_types",
-            "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.core.parser.BaseParser.supported_types')>",
+            "signature": null,
             "docstring": "Set of content types supported by this parser. An empty set indicates that the parser is content-type agnostic."
           },
           "content": {
             "name": "content",
             "kind": "attribute",
             "path": "omniread.html.parser.BaseParser.content",
-            "signature": "<bound method Alias.signature of Alias('content', 'omniread.core.parser.BaseParser.content')>",
+            "signature": null,
             "docstring": null
           },
           "parse": {
             "name": "parse",
             "kind": "function",
             "path": "omniread.html.parser.BaseParser.parse",
-            "signature": "<bound method Alias.signature of Alias('parse', 'omniread.core.parser.BaseParser.parse')>",
+            "signature": "parse()",
             "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
           },
           "supports": {
             "name": "supports",
             "kind": "function",
             "path": "omniread.html.parser.BaseParser.supports",
-            "signature": "<bound method Alias.signature of Alias('supports', 'omniread.core.parser.BaseParser.supports')>",
+            "signature": "supports()",
             "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
           }
         }
@@ -175,7 +140,7 @@
         "name": "HTMLParser",
         "kind": "class",
         "path": "omniread.html.parser.HTMLParser",
-        "signature": "<bound method Class.signature of Class('HTMLParser', 30, 205)>",
+        "signature": "HTMLParser(content: Content, features: str = 'html.parser')",
         "docstring": "Base HTML parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class extends the core `BaseParser` with HTML-specific behavior,\n          including DOM parsing via BeautifulSoup and reusable extraction helpers.\n        - Provides reusable helpers for HTML extraction. Concrete parsers must\n          explicitly define the return type.\n\n    **Guarantees:**\n\n        - Accepts only HTML content.\n        - Owns a parsed BeautifulSoup DOM tree.\n        - Provides pure helper utilities for common HTML structures.\n\n    **Constraints:**\n\n        - Concrete subclasses must define the output type `T` and implement\n          the `parse()` method.",
         "members": {
           "supported_types": {
@@ -189,52 +154,38 @@
             "name": "parse",
             "kind": "function",
             "path": "omniread.html.parser.HTMLParser.parse",
-            "signature": "<bound method Function.signature of Function('parse', 81, 96)>",
+            "signature": "parse() -> T",
             "docstring": "Fully parse the HTML content into structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully interpret the HTML DOM and return a\n          deterministic, structured output."
           },
           "parse_div": {
             "name": "parse_div",
             "kind": "function",
             "path": "omniread.html.parser.HTMLParser.parse_div",
-            "signature": "<bound method Function.signature of Function('parse_div', 102, 117)>",
+            "signature": "parse_div(div: Tag, *, separator: str = ' ') -> str",
             "docstring": "Extract normalized text from a `<div>` element.\n\nArgs:\n    div (Tag):\n        BeautifulSoup tag representing a `<div>`.\n    separator (str, optional):\n        String used to separate text nodes.\n\nReturns:\n    str:\n        Flattened, whitespace-normalized text content."
           },
           "parse_link": {
             "name": "parse_link",
             "kind": "function",
             "path": "omniread.html.parser.HTMLParser.parse_link",
-            "signature": "<bound method Function.signature of Function('parse_link', 119, 132)>",
-            "docstring": "Extract the hyperlink reference from an `<a>` element.\n\nArgs:\n    a (Tag):\n        BeautifulSoup tag representing an anchor.\n\nReturns:\n    Optional[str]:\n        The value of the `href` attribute, or None if absent."
+            "signature": "parse_link(a: Tag) -> str | None",
+            "docstring": "Extract the hyperlink reference from an `<a>` element.\n\nArgs:\n    a (Tag):\n        BeautifulSoup tag representing an anchor.\n\nReturns:\n    str | None:\n        The value of the `href` attribute, or None if absent."
           },
           "parse_table": {
             "name": "parse_table",
             "kind": "function",
             "path": "omniread.html.parser.HTMLParser.parse_table",
-            "signature": "<bound method Function.signature of Function('parse_table', 134, 155)>",
+            "signature": "parse_table(table: Tag) -> list[list[str]]",
             "docstring": "Parse an HTML table into a 2D list of strings.\n\nArgs:\n    table (Tag):\n        BeautifulSoup tag representing a `<table>`.\n\nReturns:\n    list[list[str]]:\n        A list of rows, where each row is a list of cell text values."
           },
           "parse_meta": {
             "name": "parse_meta",
             "kind": "function",
             "path": "omniread.html.parser.HTMLParser.parse_meta",
-            "signature": "<bound method Function.signature of Function('parse_meta', 177, 205)>",
+            "signature": "parse_meta() -> dict[str, Any]",
             "docstring": "Extract high-level metadata from the HTML document.\n\nReturns:\n    dict[str, Any]:\n        Dictionary containing extracted metadata.\n\nNotes:\n    **Responsibilities:**\n\n        - Extract high-level metadata from the HTML document.\n        - This includes: Document title, `<meta>` tag name/property to\n          content mappings."
           }
         }
-      },
-      "list": {
-        "name": "list",
-        "kind": "alias",
-        "path": "omniread.html.parser.list",
-        "signature": "<bound method Alias.signature of Alias('list', 'typing.list')>",
-        "docstring": null
-      },
-      "dict": {
-        "name": "dict",
-        "kind": "alias",
-        "path": "omniread.html.parser.dict",
-        "signature": "<bound method Alias.signature of Alias('dict', 'typing.dict')>",
-        "docstring": null
       }
     }
   }

docs/mcp/modules/omniread.html.scraper.json

@@ -4,67 +4,39 @@
     "path": "omniread.html.scraper",
     "docstring": "# Summary\n\nHTML scraping implementation for OmniRead.\n\nThis module provides an HTTP-based scraper for retrieving HTML documents.\nIt implements the core `BaseScraper` contract using `httpx` as the transport\nlayer.\n\nThis scraper is responsible for:\n\n- Fetching raw HTML bytes over HTTP(S)\n- Validating response content type\n- Attaching HTTP metadata to the returned content\n\nThis scraper is not responsible for:\n\n- Parsing or interpreting HTML\n- Retrying failed requests\n- Managing crawl policies or rate limiting",
     "objects": {
-      "httpx": {
-        "name": "httpx",
-        "kind": "alias",
-        "path": "omniread.html.scraper.httpx",
-        "signature": "<bound method Alias.signature of Alias('httpx', 'httpx')>",
-        "docstring": null
-      },
-      "Any": {
-        "name": "Any",
-        "kind": "alias",
-        "path": "omniread.html.scraper.Any",
-        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-        "docstring": null
-      },
-      "Mapping": {
-        "name": "Mapping",
-        "kind": "alias",
-        "path": "omniread.html.scraper.Mapping",
-        "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
-        "docstring": null
-      },
-      "Optional": {
-        "name": "Optional",
-        "kind": "alias",
-        "path": "omniread.html.scraper.Optional",
-        "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
-        "docstring": null
-      },
       "Content": {
         "name": "Content",
         "kind": "class",
         "path": "omniread.html.scraper.Content",
-        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
         "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
         "members": {
           "raw": {
             "name": "raw",
             "kind": "attribute",
             "path": "omniread.html.scraper.Content.raw",
-            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "signature": null,
             "docstring": "Raw content bytes as retrieved from the source."
           },
           "source": {
             "name": "source",
             "kind": "attribute",
             "path": "omniread.html.scraper.Content.source",
-            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "signature": null,
             "docstring": "Identifier of the content origin (URL, file path, or logical name)."
           },
           "content_type": {
             "name": "content_type",
             "kind": "attribute",
             "path": "omniread.html.scraper.Content.content_type",
-            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "signature": null,
             "docstring": "Optional MIME type of the content, if known."
           },
           "metadata": {
             "name": "metadata",
             "kind": "attribute",
             "path": "omniread.html.scraper.Content.metadata",
-            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "signature": null,
             "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
           }
         }
@@ -73,35 +45,49 @@
         "name": "ContentType",
         "kind": "class",
         "path": "omniread.html.scraper.ContentType",
-        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "signature": null,
         "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
         "members": {
           "HTML": {
             "name": "HTML",
             "kind": "attribute",
             "path": "omniread.html.scraper.ContentType.HTML",
-            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "signature": null,
             "docstring": "HTML document content."
           },
           "PDF": {
             "name": "PDF",
             "kind": "attribute",
             "path": "omniread.html.scraper.ContentType.PDF",
-            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "signature": null,
             "docstring": "PDF document content."
           },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
           "JSON": {
             "name": "JSON",
             "kind": "attribute",
             "path": "omniread.html.scraper.ContentType.JSON",
-            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "signature": null,
             "docstring": "JSON document content."
           },
           "XML": {
             "name": "XML",
             "kind": "attribute",
             "path": "omniread.html.scraper.ContentType.XML",
-            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "signature": null,
             "docstring": "XML document content."
           }
         }
@@ -110,15 +96,15 @@
         "name": "BaseScraper",
         "kind": "class",
         "path": "omniread.html.scraper.BaseScraper",
-        "signature": "<bound method Alias.signature of Alias('BaseScraper', 'omniread.core.scraper.BaseScraper')>",
+        "signature": null,
         "docstring": "Base interface for all scrapers.\n\nNotes:\n    **Responsibilities:**\n\n        - A scraper is responsible ONLY for fetching raw content (bytes)\n          from a source. It must not interpret or parse it.\n        - A scraper is a stateless acquisition component that retrieves raw\n          content from a source and returns it as a `Content` object.\n        - Scrapers define how content is obtained, not what the content means.\n        - Implementations may vary in transport mechanism, authentication\n          strategy, retry and backoff behavior.\n\n    **Constraints:**\n\n        - Implementations must not parse content, modify content semantics,\n          or couple scraping logic to a specific parser.",
         "members": {
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.html.scraper.BaseScraper.fetch",
-            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.core.scraper.BaseScraper.fetch')>",
-            "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
+            "signature": "fetch(source: str, *, metadata: Mapping[str, Any] | None = None)",
+            "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Mapping[str, Any] | None, optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
           }
         }
       },
@@ -126,7 +112,7 @@
         "name": "HTMLScraper",
         "kind": "class",
         "path": "omniread.html.scraper.HTMLScraper",
-        "signature": "<bound method Class.signature of Class('HTMLScraper', 30, 143)>",
+        "signature": "HTMLScraper(*, client: httpx.Client | None = None, timeout: float = 15.0, headers: Mapping[str, str] | None = None, follow_redirects: bool = True)",
         "docstring": "Base HTML scraper using `httpx`.\n\nNotes:\n    **Responsibilities:**\n\n        - This scraper retrieves HTML documents over HTTP(S) and returns\n          them as raw content wrapped in a `Content` object.\n        - Fetches raw bytes and metadata only.\n        - The scraper uses `httpx.Client` for HTTP requests, enforces an\n          HTML content type, and preserves HTTP response metadata.\n\n    **Constraints:**\n\n        - The scraper does not: Parse HTML, perform retries or backoff,\n          handle non-HTML responses.",
         "members": {
           "content_type": {
@@ -140,15 +126,15 @@
             "name": "validate_content_type",
             "kind": "function",
             "path": "omniread.html.scraper.HTMLScraper.validate_content_type",
-            "signature": "<bound method Function.signature of Function('validate_content_type', 78, 102)>",
+            "signature": "validate_content_type(response: httpx.Response) -> None",
             "docstring": "Validate that the HTTP response contains HTML content.\n\nArgs:\n    response (httpx.Response):\n        HTTP response returned by `httpx`.\n\nRaises:\n    ValueError:\n        If the `Content-Type` header is missing or does not indicate HTML content."
           },
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.html.scraper.HTMLScraper.fetch",
-            "signature": "<bound method Function.signature of Function('fetch', 104, 143)>",
-            "docstring": "Fetch an HTML document from the given source.\n\nArgs:\n    source (str):\n        URL of the HTML document.\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional metadata to be merged into the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw HTML bytes, source URL, HTML content type, and HTTP response metadata.\n\nRaises:\n    httpx.HTTPError:\n        If the HTTP request fails.\n    ValueError:\n        If the response is not valid HTML."
+            "signature": "fetch(source: str, *, metadata: Mapping[str, Any] | None = None) -> Content",
+            "docstring": "Fetch an HTML document from the given source.\n\nArgs:\n    source (str):\n        URL of the HTML document.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to be merged into the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw HTML bytes, source URL, HTML content type, and HTTP response metadata.\n\nRaises:\n    httpx.HTTPError:\n        If the HTTP request fails.\n    ValueError:\n        If the response is not valid HTML."
           }
         }
       }

docs/mcp/modules/omniread.pdf.client.json

@@ -4,46 +4,18 @@
     "path": "omniread.pdf.client",
     "docstring": "# Summary\n\nPDF client abstractions for OmniRead.\n\nThis module defines the **client layer** responsible for retrieving raw PDF\nbytes from a concrete backing store.\n\nClients provide low-level access to PDF binaries and are intentionally\ndecoupled from scraping and parsing logic. They do not perform validation,\ninterpretation, or content extraction.\n\nTypical backing stores include:\n\n- Local filesystems\n- Object storage (S3, GCS, etc.)\n- Network file systems",
     "objects": {
-      "Any": {
-        "name": "Any",
-        "kind": "alias",
-        "path": "omniread.pdf.client.Any",
-        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-        "docstring": null
-      },
-      "ABC": {
-        "name": "ABC",
-        "kind": "alias",
-        "path": "omniread.pdf.client.ABC",
-        "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
-        "docstring": null
-      },
-      "abstractmethod": {
-        "name": "abstractmethod",
-        "kind": "alias",
-        "path": "omniread.pdf.client.abstractmethod",
-        "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
-        "docstring": null
-      },
-      "Path": {
-        "name": "Path",
-        "kind": "alias",
-        "path": "omniread.pdf.client.Path",
-        "signature": "<bound method Alias.signature of Alias('Path', 'pathlib.Path')>",
-        "docstring": null
-      },
       "BasePDFClient": {
         "name": "BasePDFClient",
         "kind": "class",
         "path": "omniread.pdf.client.BasePDFClient",
-        "signature": "<bound method Class.signature of Class('BasePDFClient', 25, 57)>",
+        "signature": null,
         "docstring": "Abstract client responsible for retrieving PDF bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full PDF binary payload.\n        - Raise retrieval-specific errors on failure.",
         "members": {
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.pdf.client.BasePDFClient.fetch",
-            "signature": "<bound method Function.signature of Function('fetch', 40, 57)>",
+            "signature": "fetch(source: Any) -> bytes",
             "docstring": "Fetch raw PDF bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the PDF location, such as a file path, object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw PDF bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
           }
         }
@@ -52,14 +24,14 @@
         "name": "FileSystemPDFClient",
         "kind": "class",
         "path": "omniread.pdf.client.FileSystemPDFClient",
-        "signature": "<bound method Class.signature of Class('FileSystemPDFClient', 60, 96)>",
+        "signature": null,
         "docstring": "PDF client that reads from the local filesystem.\n\nNotes:\n    **Guarantees:**\n\n        - This client reads PDF files directly from the disk and returns\n          their raw binary contents.",
         "members": {
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.pdf.client.FileSystemPDFClient.fetch",
-            "signature": "<bound method Function.signature of Function('fetch', 71, 96)>",
+            "signature": "fetch(path: Path) -> bytes",
             "docstring": "Read a PDF file from the local filesystem.\n\nArgs:\n    path (Path):\n        Filesystem path to the PDF file.\n\nReturns:\n    bytes:\n        Raw PDF bytes.\n\nRaises:\n    FileNotFoundError:\n        If the path does not exist.\n    ValueError:\n        If the path exists but is not a file."
           }
         }

docs/mcp/modules/omniread.pdf.json

@@ -8,14 +8,14 @@
         "name": "FileSystemPDFClient",
         "kind": "class",
         "path": "omniread.pdf.FileSystemPDFClient",
-        "signature": "<bound method Alias.signature of Alias('FileSystemPDFClient', 'omniread.pdf.client.FileSystemPDFClient')>",
+        "signature": null,
         "docstring": "PDF client that reads from the local filesystem.\n\nNotes:\n    **Guarantees:**\n\n        - This client reads PDF files directly from the disk and returns\n          their raw binary contents.",
         "members": {
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.pdf.FileSystemPDFClient.fetch",
-            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.pdf.client.FileSystemPDFClient.fetch')>",
+            "signature": "fetch(path: Path)",
             "docstring": "Read a PDF file from the local filesystem.\n\nArgs:\n    path (Path):\n        Filesystem path to the PDF file.\n\nReturns:\n    bytes:\n        Raw PDF bytes.\n\nRaises:\n    FileNotFoundError:\n        If the path does not exist.\n    ValueError:\n        If the path exists but is not a file."
           }
         }
@@ -24,15 +24,15 @@
         "name": "PDFScraper",
         "kind": "class",
         "path": "omniread.pdf.PDFScraper",
-        "signature": "<bound method Alias.signature of Alias('PDFScraper', 'omniread.pdf.scraper.PDFScraper')>",
+        "signature": "PDFScraper(*, client: BasePDFClient)",
         "docstring": "Scraper for PDF sources.\n\nNotes:\n    **Responsibilities:**\n\n        - Delegates byte retrieval to a PDF client and normalizes output\n          into `Content`.\n        - Preserves caller-provided metadata.\n\n    **Constraints:**\n\n        - The scraper does not perform parsing or interpretation.\n        - Does not assume a specific storage backend.",
         "members": {
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.pdf.PDFScraper.fetch",
-            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.pdf.scraper.PDFScraper.fetch')>",
-            "docstring": "Fetch a PDF document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the PDF source as understood by the configured PDF client.\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw PDF bytes, source identifier, PDF content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the PDF client."
+            "signature": "fetch(source: Any, *, metadata: Mapping[str, Any] | None = None)",
+            "docstring": "Fetch a PDF document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the PDF source as understood by the configured PDF client.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw PDF bytes, source identifier, PDF content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the PDF client."
           }
         }
       },
@@ -40,21 +40,21 @@
         "name": "PDFParser",
         "kind": "class",
         "path": "omniread.pdf.PDFParser",
-        "signature": "<bound method Alias.signature of Alias('PDFParser', 'omniread.pdf.parser.PDFParser')>",
+        "signature": null,
         "docstring": "Base PDF parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces PDF content-type compatibility and provides\n          the extension point for implementing concrete PDF parsing strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
         "members": {
           "supported_types": {
             "name": "supported_types",
             "kind": "attribute",
             "path": "omniread.pdf.PDFParser.supported_types",
-            "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.pdf.parser.PDFParser.supported_types')>",
+            "signature": null,
             "docstring": "Set of content types supported by this parser (PDF only)."
           },
           "parse": {
             "name": "parse",
             "kind": "function",
             "path": "omniread.pdf.PDFParser.parse",
-            "signature": "<bound method Alias.signature of Alias('parse', 'omniread.pdf.parser.PDFParser.parse')>",
+            "signature": "parse()",
             "docstring": "Parse PDF content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully interpret the PDF binary payload and\n          return a deterministic, structured output."
           }
         }
@@ -66,46 +66,18 @@
         "signature": null,
         "docstring": "# Summary\n\nPDF client abstractions for OmniRead.\n\nThis module defines the **client layer** responsible for retrieving raw PDF\nbytes from a concrete backing store.\n\nClients provide low-level access to PDF binaries and are intentionally\ndecoupled from scraping and parsing logic. They do not perform validation,\ninterpretation, or content extraction.\n\nTypical backing stores include:\n\n- Local filesystems\n- Object storage (S3, GCS, etc.)\n- Network file systems",
         "members": {
-          "Any": {
-            "name": "Any",
-            "kind": "alias",
-            "path": "omniread.pdf.client.Any",
-            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-            "docstring": null
-          },
-          "ABC": {
-            "name": "ABC",
-            "kind": "alias",
-            "path": "omniread.pdf.client.ABC",
-            "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
-            "docstring": null
-          },
-          "abstractmethod": {
-            "name": "abstractmethod",
-            "kind": "alias",
-            "path": "omniread.pdf.client.abstractmethod",
-            "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
-            "docstring": null
-          },
-          "Path": {
-            "name": "Path",
-            "kind": "alias",
-            "path": "omniread.pdf.client.Path",
-            "signature": "<bound method Alias.signature of Alias('Path', 'pathlib.Path')>",
-            "docstring": null
-          },
           "BasePDFClient": {
             "name": "BasePDFClient",
             "kind": "class",
             "path": "omniread.pdf.client.BasePDFClient",
-            "signature": "<bound method Class.signature of Class('BasePDFClient', 25, 57)>",
+            "signature": null,
             "docstring": "Abstract client responsible for retrieving PDF bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full PDF binary payload.\n        - Raise retrieval-specific errors on failure.",
             "members": {
               "fetch": {
                 "name": "fetch",
                 "kind": "function",
                 "path": "omniread.pdf.client.BasePDFClient.fetch",
-                "signature": "<bound method Function.signature of Function('fetch', 40, 57)>",
+                "signature": "fetch(source: Any) -> bytes",
                 "docstring": "Fetch raw PDF bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the PDF location, such as a file path, object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw PDF bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
               }
             }
@@ -114,14 +86,14 @@
             "name": "FileSystemPDFClient",
             "kind": "class",
             "path": "omniread.pdf.client.FileSystemPDFClient",
-            "signature": "<bound method Class.signature of Class('FileSystemPDFClient', 60, 96)>",
+            "signature": null,
             "docstring": "PDF client that reads from the local filesystem.\n\nNotes:\n    **Guarantees:**\n\n        - This client reads PDF files directly from the disk and returns\n          their raw binary contents.",
             "members": {
               "fetch": {
                 "name": "fetch",
                 "kind": "function",
                 "path": "omniread.pdf.client.FileSystemPDFClient.fetch",
-                "signature": "<bound method Function.signature of Function('fetch', 71, 96)>",
+                "signature": "fetch(path: Path) -> bytes",
                 "docstring": "Read a PDF file from the local filesystem.\n\nArgs:\n    path (Path):\n        Filesystem path to the PDF file.\n\nReturns:\n    bytes:\n        Raw PDF bytes.\n\nRaises:\n    FileNotFoundError:\n        If the path does not exist.\n    ValueError:\n        If the path exists but is not a file."
               }
             }
@@ -135,60 +107,53 @@
         "signature": null,
         "docstring": "# Summary\n\nPDF parser base implementations for OmniRead.\n\nThis module defines the **PDF-specific parser contract**, extending the\nformat-agnostic `BaseParser` with constraints appropriate for PDF content.\n\nPDF parsers are responsible for interpreting binary PDF data and producing\nstructured representations suitable for downstream consumption.",
         "members": {
-          "Generic": {
-            "name": "Generic",
-            "kind": "alias",
-            "path": "omniread.pdf.parser.Generic",
-            "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
-            "docstring": null
-          },
-          "TypeVar": {
-            "name": "TypeVar",
-            "kind": "alias",
-            "path": "omniread.pdf.parser.TypeVar",
-            "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
-            "docstring": null
-          },
-          "abstractmethod": {
-            "name": "abstractmethod",
-            "kind": "alias",
-            "path": "omniread.pdf.parser.abstractmethod",
-            "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
-            "docstring": null
-          },
           "ContentType": {
             "name": "ContentType",
             "kind": "class",
             "path": "omniread.pdf.parser.ContentType",
-            "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+            "signature": null,
             "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
             "members": {
               "HTML": {
                 "name": "HTML",
                 "kind": "attribute",
                 "path": "omniread.pdf.parser.ContentType.HTML",
-                "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+                "signature": null,
                 "docstring": "HTML document content."
               },
               "PDF": {
                 "name": "PDF",
                 "kind": "attribute",
                 "path": "omniread.pdf.parser.ContentType.PDF",
-                "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+                "signature": null,
                 "docstring": "PDF document content."
               },
+              "XLSX": {
+                "name": "XLSX",
+                "kind": "attribute",
+                "path": "omniread.pdf.parser.ContentType.XLSX",
+                "signature": null,
+                "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+              },
+              "CSV": {
+                "name": "CSV",
+                "kind": "attribute",
+                "path": "omniread.pdf.parser.ContentType.CSV",
+                "signature": null,
+                "docstring": "Comma-separated-value document content."
+              },
               "JSON": {
                 "name": "JSON",
                 "kind": "attribute",
                 "path": "omniread.pdf.parser.ContentType.JSON",
-                "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+                "signature": null,
                 "docstring": "JSON document content."
               },
               "XML": {
                 "name": "XML",
                 "kind": "attribute",
                 "path": "omniread.pdf.parser.ContentType.XML",
-                "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+                "signature": null,
                 "docstring": "XML document content."
               }
             }
@@ -197,35 +162,35 @@
             "name": "BaseParser",
             "kind": "class",
             "path": "omniread.pdf.parser.BaseParser",
-            "signature": "<bound method Alias.signature of Alias('BaseParser', 'omniread.core.parser.BaseParser')>",
+            "signature": "BaseParser(content: Content)",
             "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
             "members": {
               "supported_types": {
                 "name": "supported_types",
                 "kind": "attribute",
                 "path": "omniread.pdf.parser.BaseParser.supported_types",
-                "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.core.parser.BaseParser.supported_types')>",
+                "signature": null,
                 "docstring": "Set of content types supported by this parser. An empty set indicates that the parser is content-type agnostic."
               },
               "content": {
                 "name": "content",
                 "kind": "attribute",
                 "path": "omniread.pdf.parser.BaseParser.content",
-                "signature": "<bound method Alias.signature of Alias('content', 'omniread.core.parser.BaseParser.content')>",
+                "signature": null,
                 "docstring": null
               },
               "parse": {
                 "name": "parse",
                 "kind": "function",
                 "path": "omniread.pdf.parser.BaseParser.parse",
-                "signature": "<bound method Alias.signature of Alias('parse', 'omniread.core.parser.BaseParser.parse')>",
+                "signature": "parse()",
                 "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
               },
               "supports": {
                 "name": "supports",
                 "kind": "function",
                 "path": "omniread.pdf.parser.BaseParser.supports",
-                "signature": "<bound method Alias.signature of Alias('supports', 'omniread.core.parser.BaseParser.supports')>",
+                "signature": "supports()",
                 "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
               }
             }
@@ -241,7 +206,7 @@
             "name": "PDFParser",
             "kind": "class",
             "path": "omniread.pdf.parser.PDFParser",
-            "signature": "<bound method Class.signature of Class('PDFParser', 22, 62)>",
+            "signature": null,
             "docstring": "Base PDF parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces PDF content-type compatibility and provides\n          the extension point for implementing concrete PDF parsing strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
             "members": {
               "supported_types": {
@@ -255,7 +220,7 @@
                 "name": "parse",
                 "kind": "function",
                 "path": "omniread.pdf.parser.PDFParser.parse",
-                "signature": "<bound method Function.signature of Function('parse', 43, 62)>",
+                "signature": "parse() -> T",
                 "docstring": "Parse PDF content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully interpret the PDF binary payload and\n          return a deterministic, structured output."
               }
             }
@@ -269,60 +234,39 @@
         "signature": null,
         "docstring": "# Summary\n\nPDF scraping implementation for OmniRead.\n\nThis module provides a PDF-specific scraper that coordinates PDF byte\nretrieval via a client and normalizes the result into a `Content` object.\n\nThe scraper implements the core `BaseScraper` contract while delegating\nall storage and access concerns to a `BasePDFClient` implementation.",
         "members": {
-          "Any": {
-            "name": "Any",
-            "kind": "alias",
-            "path": "omniread.pdf.scraper.Any",
-            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-            "docstring": null
-          },
-          "Mapping": {
-            "name": "Mapping",
-            "kind": "alias",
-            "path": "omniread.pdf.scraper.Mapping",
-            "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
-            "docstring": null
-          },
-          "Optional": {
-            "name": "Optional",
-            "kind": "alias",
-            "path": "omniread.pdf.scraper.Optional",
-            "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
-            "docstring": null
-          },
           "Content": {
             "name": "Content",
             "kind": "class",
             "path": "omniread.pdf.scraper.Content",
-            "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+            "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
             "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
             "members": {
               "raw": {
                 "name": "raw",
                 "kind": "attribute",
                 "path": "omniread.pdf.scraper.Content.raw",
-                "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+                "signature": null,
                 "docstring": "Raw content bytes as retrieved from the source."
               },
               "source": {
                 "name": "source",
                 "kind": "attribute",
                 "path": "omniread.pdf.scraper.Content.source",
-                "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+                "signature": null,
                 "docstring": "Identifier of the content origin (URL, file path, or logical name)."
               },
               "content_type": {
                 "name": "content_type",
                 "kind": "attribute",
                 "path": "omniread.pdf.scraper.Content.content_type",
-                "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+                "signature": null,
                 "docstring": "Optional MIME type of the content, if known."
               },
               "metadata": {
                 "name": "metadata",
                 "kind": "attribute",
                 "path": "omniread.pdf.scraper.Content.metadata",
-                "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+                "signature": null,
                 "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
               }
             }
@@ -331,35 +275,49 @@
             "name": "ContentType",
             "kind": "class",
             "path": "omniread.pdf.scraper.ContentType",
-            "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+            "signature": null,
             "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
             "members": {
               "HTML": {
                 "name": "HTML",
                 "kind": "attribute",
                 "path": "omniread.pdf.scraper.ContentType.HTML",
-                "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+                "signature": null,
                 "docstring": "HTML document content."
               },
               "PDF": {
                 "name": "PDF",
                 "kind": "attribute",
                 "path": "omniread.pdf.scraper.ContentType.PDF",
-                "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+                "signature": null,
                 "docstring": "PDF document content."
               },
+              "XLSX": {
+                "name": "XLSX",
+                "kind": "attribute",
+                "path": "omniread.pdf.scraper.ContentType.XLSX",
+                "signature": null,
+                "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+              },
+              "CSV": {
+                "name": "CSV",
+                "kind": "attribute",
+                "path": "omniread.pdf.scraper.ContentType.CSV",
+                "signature": null,
+                "docstring": "Comma-separated-value document content."
+              },
               "JSON": {
                 "name": "JSON",
                 "kind": "attribute",
                 "path": "omniread.pdf.scraper.ContentType.JSON",
-                "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+                "signature": null,
                 "docstring": "JSON document content."
               },
               "XML": {
                 "name": "XML",
                 "kind": "attribute",
                 "path": "omniread.pdf.scraper.ContentType.XML",
-                "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+                "signature": null,
                 "docstring": "XML document content."
               }
             }
@@ -368,15 +326,15 @@
             "name": "BaseScraper",
             "kind": "class",
             "path": "omniread.pdf.scraper.BaseScraper",
-            "signature": "<bound method Alias.signature of Alias('BaseScraper', 'omniread.core.scraper.BaseScraper')>",
+            "signature": null,
             "docstring": "Base interface for all scrapers.\n\nNotes:\n    **Responsibilities:**\n\n        - A scraper is responsible ONLY for fetching raw content (bytes)\n          from a source. It must not interpret or parse it.\n        - A scraper is a stateless acquisition component that retrieves raw\n          content from a source and returns it as a `Content` object.\n        - Scrapers define how content is obtained, not what the content means.\n        - Implementations may vary in transport mechanism, authentication\n          strategy, retry and backoff behavior.\n\n    **Constraints:**\n\n        - Implementations must not parse content, modify content semantics,\n          or couple scraping logic to a specific parser.",
             "members": {
               "fetch": {
                 "name": "fetch",
                 "kind": "function",
                 "path": "omniread.pdf.scraper.BaseScraper.fetch",
-                "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.core.scraper.BaseScraper.fetch')>",
-                "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
+                "signature": "fetch(source: str, *, metadata: Mapping[str, Any] | None = None)",
+                "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Mapping[str, Any] | None, optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
               }
             }
           },
@@ -384,14 +342,14 @@
             "name": "BasePDFClient",
             "kind": "class",
             "path": "omniread.pdf.scraper.BasePDFClient",
-            "signature": "<bound method Alias.signature of Alias('BasePDFClient', 'omniread.pdf.client.BasePDFClient')>",
+            "signature": null,
             "docstring": "Abstract client responsible for retrieving PDF bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full PDF binary payload.\n        - Raise retrieval-specific errors on failure.",
             "members": {
               "fetch": {
                 "name": "fetch",
                 "kind": "function",
                 "path": "omniread.pdf.scraper.BasePDFClient.fetch",
-                "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.pdf.client.BasePDFClient.fetch')>",
+                "signature": "fetch(source: Any)",
                 "docstring": "Fetch raw PDF bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the PDF location, such as a file path, object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw PDF bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
               }
             }
@@ -400,15 +358,15 @@
             "name": "PDFScraper",
             "kind": "class",
             "path": "omniread.pdf.scraper.PDFScraper",
-            "signature": "<bound method Class.signature of Class('PDFScraper', 20, 77)>",
+            "signature": "PDFScraper(*, client: BasePDFClient)",
             "docstring": "Scraper for PDF sources.\n\nNotes:\n    **Responsibilities:**\n\n        - Delegates byte retrieval to a PDF client and normalizes output\n          into `Content`.\n        - Preserves caller-provided metadata.\n\n    **Constraints:**\n\n        - The scraper does not perform parsing or interpretation.\n        - Does not assume a specific storage backend.",
             "members": {
               "fetch": {
                 "name": "fetch",
                 "kind": "function",
                 "path": "omniread.pdf.scraper.PDFScraper.fetch",
-                "signature": "<bound method Function.signature of Function('fetch', 47, 77)>",
-                "docstring": "Fetch a PDF document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the PDF source as understood by the configured PDF client.\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw PDF bytes, source identifier, PDF content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the PDF client."
+                "signature": "fetch(source: Any, *, metadata: Mapping[str, Any] | None = None) -> Content",
+                "docstring": "Fetch a PDF document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the PDF source as understood by the configured PDF client.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw PDF bytes, source identifier, PDF content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the PDF client."
               }
             }
           }

docs/mcp/modules/omniread.pdf.parser.json

@@ -4,60 +4,53 @@
     "path": "omniread.pdf.parser",
     "docstring": "# Summary\n\nPDF parser base implementations for OmniRead.\n\nThis module defines the **PDF-specific parser contract**, extending the\nformat-agnostic `BaseParser` with constraints appropriate for PDF content.\n\nPDF parsers are responsible for interpreting binary PDF data and producing\nstructured representations suitable for downstream consumption.",
     "objects": {
-      "Generic": {
-        "name": "Generic",
-        "kind": "alias",
-        "path": "omniread.pdf.parser.Generic",
-        "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
-        "docstring": null
-      },
-      "TypeVar": {
-        "name": "TypeVar",
-        "kind": "alias",
-        "path": "omniread.pdf.parser.TypeVar",
-        "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
-        "docstring": null
-      },
-      "abstractmethod": {
-        "name": "abstractmethod",
-        "kind": "alias",
-        "path": "omniread.pdf.parser.abstractmethod",
-        "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
-        "docstring": null
-      },
       "ContentType": {
         "name": "ContentType",
         "kind": "class",
         "path": "omniread.pdf.parser.ContentType",
-        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "signature": null,
         "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
         "members": {
           "HTML": {
             "name": "HTML",
             "kind": "attribute",
             "path": "omniread.pdf.parser.ContentType.HTML",
-            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "signature": null,
             "docstring": "HTML document content."
           },
           "PDF": {
             "name": "PDF",
             "kind": "attribute",
             "path": "omniread.pdf.parser.ContentType.PDF",
-            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "signature": null,
             "docstring": "PDF document content."
           },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.pdf.parser.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.pdf.parser.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
           "JSON": {
             "name": "JSON",
             "kind": "attribute",
             "path": "omniread.pdf.parser.ContentType.JSON",
-            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "signature": null,
             "docstring": "JSON document content."
           },
           "XML": {
             "name": "XML",
             "kind": "attribute",
             "path": "omniread.pdf.parser.ContentType.XML",
-            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "signature": null,
             "docstring": "XML document content."
           }
         }
@@ -66,35 +59,35 @@
         "name": "BaseParser",
         "kind": "class",
         "path": "omniread.pdf.parser.BaseParser",
-        "signature": "<bound method Alias.signature of Alias('BaseParser', 'omniread.core.parser.BaseParser')>",
+        "signature": "BaseParser(content: Content)",
         "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
         "members": {
           "supported_types": {
             "name": "supported_types",
             "kind": "attribute",
             "path": "omniread.pdf.parser.BaseParser.supported_types",
-            "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.core.parser.BaseParser.supported_types')>",
+            "signature": null,
             "docstring": "Set of content types supported by this parser. An empty set indicates that the parser is content-type agnostic."
           },
           "content": {
             "name": "content",
             "kind": "attribute",
             "path": "omniread.pdf.parser.BaseParser.content",
-            "signature": "<bound method Alias.signature of Alias('content', 'omniread.core.parser.BaseParser.content')>",
+            "signature": null,
             "docstring": null
           },
           "parse": {
             "name": "parse",
             "kind": "function",
             "path": "omniread.pdf.parser.BaseParser.parse",
-            "signature": "<bound method Alias.signature of Alias('parse', 'omniread.core.parser.BaseParser.parse')>",
+            "signature": "parse()",
             "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
           },
           "supports": {
             "name": "supports",
             "kind": "function",
             "path": "omniread.pdf.parser.BaseParser.supports",
-            "signature": "<bound method Alias.signature of Alias('supports', 'omniread.core.parser.BaseParser.supports')>",
+            "signature": "supports()",
             "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
           }
         }
@@ -110,7 +103,7 @@
         "name": "PDFParser",
         "kind": "class",
         "path": "omniread.pdf.parser.PDFParser",
-        "signature": "<bound method Class.signature of Class('PDFParser', 22, 62)>",
+        "signature": null,
         "docstring": "Base PDF parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces PDF content-type compatibility and provides\n          the extension point for implementing concrete PDF parsing strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
         "members": {
           "supported_types": {
@@ -124,7 +117,7 @@
             "name": "parse",
             "kind": "function",
             "path": "omniread.pdf.parser.PDFParser.parse",
-            "signature": "<bound method Function.signature of Function('parse', 43, 62)>",
+            "signature": "parse() -> T",
             "docstring": "Parse PDF content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully interpret the PDF binary payload and\n          return a deterministic, structured output."
           }
         }

docs/mcp/modules/omniread.pdf.scraper.json

@@ -4,60 +4,39 @@
     "path": "omniread.pdf.scraper",
     "docstring": "# Summary\n\nPDF scraping implementation for OmniRead.\n\nThis module provides a PDF-specific scraper that coordinates PDF byte\nretrieval via a client and normalizes the result into a `Content` object.\n\nThe scraper implements the core `BaseScraper` contract while delegating\nall storage and access concerns to a `BasePDFClient` implementation.",
     "objects": {
-      "Any": {
-        "name": "Any",
-        "kind": "alias",
-        "path": "omniread.pdf.scraper.Any",
-        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
-        "docstring": null
-      },
-      "Mapping": {
-        "name": "Mapping",
-        "kind": "alias",
-        "path": "omniread.pdf.scraper.Mapping",
-        "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
-        "docstring": null
-      },
-      "Optional": {
-        "name": "Optional",
-        "kind": "alias",
-        "path": "omniread.pdf.scraper.Optional",
-        "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
-        "docstring": null
-      },
       "Content": {
         "name": "Content",
         "kind": "class",
         "path": "omniread.pdf.scraper.Content",
-        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
         "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
         "members": {
           "raw": {
             "name": "raw",
             "kind": "attribute",
             "path": "omniread.pdf.scraper.Content.raw",
-            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "signature": null,
             "docstring": "Raw content bytes as retrieved from the source."
           },
           "source": {
             "name": "source",
             "kind": "attribute",
             "path": "omniread.pdf.scraper.Content.source",
-            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "signature": null,
             "docstring": "Identifier of the content origin (URL, file path, or logical name)."
           },
           "content_type": {
             "name": "content_type",
             "kind": "attribute",
             "path": "omniread.pdf.scraper.Content.content_type",
-            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "signature": null,
             "docstring": "Optional MIME type of the content, if known."
           },
           "metadata": {
             "name": "metadata",
             "kind": "attribute",
             "path": "omniread.pdf.scraper.Content.metadata",
-            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "signature": null,
             "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
           }
         }
@@ -66,35 +45,49 @@
         "name": "ContentType",
         "kind": "class",
         "path": "omniread.pdf.scraper.ContentType",
-        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "signature": null,
         "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
         "members": {
           "HTML": {
             "name": "HTML",
             "kind": "attribute",
             "path": "omniread.pdf.scraper.ContentType.HTML",
-            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "signature": null,
             "docstring": "HTML document content."
           },
           "PDF": {
             "name": "PDF",
             "kind": "attribute",
             "path": "omniread.pdf.scraper.ContentType.PDF",
-            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "signature": null,
             "docstring": "PDF document content."
           },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.pdf.scraper.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.pdf.scraper.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
           "JSON": {
             "name": "JSON",
             "kind": "attribute",
             "path": "omniread.pdf.scraper.ContentType.JSON",
-            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "signature": null,
             "docstring": "JSON document content."
           },
           "XML": {
             "name": "XML",
             "kind": "attribute",
             "path": "omniread.pdf.scraper.ContentType.XML",
-            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "signature": null,
             "docstring": "XML document content."
           }
         }
@@ -103,15 +96,15 @@
         "name": "BaseScraper",
         "kind": "class",
         "path": "omniread.pdf.scraper.BaseScraper",
-        "signature": "<bound method Alias.signature of Alias('BaseScraper', 'omniread.core.scraper.BaseScraper')>",
+        "signature": null,
         "docstring": "Base interface for all scrapers.\n\nNotes:\n    **Responsibilities:**\n\n        - A scraper is responsible ONLY for fetching raw content (bytes)\n          from a source. It must not interpret or parse it.\n        - A scraper is a stateless acquisition component that retrieves raw\n          content from a source and returns it as a `Content` object.\n        - Scrapers define how content is obtained, not what the content means.\n        - Implementations may vary in transport mechanism, authentication\n          strategy, retry and backoff behavior.\n\n    **Constraints:**\n\n        - Implementations must not parse content, modify content semantics,\n          or couple scraping logic to a specific parser.",
         "members": {
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.pdf.scraper.BaseScraper.fetch",
-            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.core.scraper.BaseScraper.fetch')>",
-            "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
+            "signature": "fetch(source: str, *, metadata: Mapping[str, Any] | None = None)",
+            "docstring": "Fetch raw content from the given source.\n\nArgs:\n    source (str):\n        Location identifier (URL, file path, S3 URI, etc.).\n\n    metadata (Mapping[str, Any] | None, optional):\n        Optional hints for the scraper (headers, auth, etc.).\n\nReturns:\n    Content:\n        Content object containing raw bytes and metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must retrieve the content referenced by `source`\n          and return it as raw bytes wrapped in a `Content` object."
           }
         }
       },
@@ -119,14 +112,14 @@
         "name": "BasePDFClient",
         "kind": "class",
         "path": "omniread.pdf.scraper.BasePDFClient",
-        "signature": "<bound method Alias.signature of Alias('BasePDFClient', 'omniread.pdf.client.BasePDFClient')>",
+        "signature": null,
         "docstring": "Abstract client responsible for retrieving PDF bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full PDF binary payload.\n        - Raise retrieval-specific errors on failure.",
         "members": {
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.pdf.scraper.BasePDFClient.fetch",
-            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.pdf.client.BasePDFClient.fetch')>",
+            "signature": "fetch(source: Any)",
             "docstring": "Fetch raw PDF bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the PDF location, such as a file path, object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw PDF bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
           }
         }
@@ -135,15 +128,15 @@
         "name": "PDFScraper",
         "kind": "class",
         "path": "omniread.pdf.scraper.PDFScraper",
-        "signature": "<bound method Class.signature of Class('PDFScraper', 20, 77)>",
+        "signature": "PDFScraper(*, client: BasePDFClient)",
         "docstring": "Scraper for PDF sources.\n\nNotes:\n    **Responsibilities:**\n\n        - Delegates byte retrieval to a PDF client and normalizes output\n          into `Content`.\n        - Preserves caller-provided metadata.\n\n    **Constraints:**\n\n        - The scraper does not perform parsing or interpretation.\n        - Does not assume a specific storage backend.",
         "members": {
           "fetch": {
             "name": "fetch",
             "kind": "function",
             "path": "omniread.pdf.scraper.PDFScraper.fetch",
-            "signature": "<bound method Function.signature of Function('fetch', 47, 77)>",
-            "docstring": "Fetch a PDF document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the PDF source as understood by the configured PDF client.\n    metadata (Optional[Mapping[str, Any]], optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw PDF bytes, source identifier, PDF content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the PDF client."
+            "signature": "fetch(source: Any, *, metadata: Mapping[str, Any] | None = None) -> Content",
+            "docstring": "Fetch a PDF document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the PDF source as understood by the configured PDF client.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw PDF bytes, source identifier, PDF content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the PDF client."
           }
         }
       }

docs/mcp/modules/omniread.xlsx.client.json

@@ -0,0 +1,41 @@
+{
+  "module": "omniread.xlsx.client",
+  "content": {
+    "path": "omniread.xlsx.client",
+    "docstring": "# Summary\n\nXLSX client abstractions for OmniRead.\n\nThis module defines the **client layer** responsible for retrieving raw\nOffice Open XML spreadsheet bytes from a concrete backing store.\n\nClients provide low-level access to xlsx binaries and are intentionally\ndecoupled from scraping and parsing logic. They do not perform validation,\ninterpretation, or content extraction.\n\nTypical backing stores include:\n\n- Local filesystems\n- Object storage (S3, GCS, etc.)\n- Network file systems",
+    "objects": {
+      "BaseXlsxClient": {
+        "name": "BaseXlsxClient",
+        "kind": "class",
+        "path": "omniread.xlsx.client.BaseXlsxClient",
+        "signature": null,
+        "docstring": "Abstract client responsible for retrieving spreadsheet bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full xlsx binary payload.\n        - Raise retrieval-specific errors on failure.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.xlsx.client.BaseXlsxClient.fetch",
+            "signature": "fetch(source: Any) -> bytes",
+            "docstring": "Fetch raw xlsx bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the spreadsheet location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw xlsx bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
+          }
+        }
+      },
+      "FileSystemXlsxClient": {
+        "name": "FileSystemXlsxClient",
+        "kind": "class",
+        "path": "omniread.xlsx.client.FileSystemXlsxClient",
+        "signature": null,
+        "docstring": "XLSX client that reads from the local filesystem.\n\nNotes:\n    **Guarantees:**\n\n        - This client reads spreadsheet files directly from the disk and\n          returns their raw binary contents.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.xlsx.client.FileSystemXlsxClient.fetch",
+            "signature": "fetch(path: Path) -> bytes",
+            "docstring": "Read an xlsx file from the local filesystem.\n\nArgs:\n    path (Path):\n        Filesystem path to the spreadsheet file.\n\nReturns:\n    bytes:\n        Raw xlsx bytes.\n\nRaises:\n    FileNotFoundError:\n        If the path does not exist.\n    ValueError:\n        If the path exists but is not a file."
+          }
+        }
+      }
+    }
+  }
+}

docs/mcp/modules/omniread.xlsx.json

@@ -0,0 +1,520 @@
+{
+  "module": "omniread.xlsx",
+  "content": {
+    "path": "omniread.xlsx",
+    "docstring": "# Summary\n\nXLSX subpackage for OmniRead.\n\nProvides acquisition and parsing of Office Open XML spreadsheet (xlsx)\ncontent:\n\n- `BaseXlsxClient`: abstract backing-store client for xlsx bytes.\n- `FileSystemXlsxClient`: local filesystem implementation.\n- `XlsxScraper`: wraps fetched bytes into canonical `Content`.\n- `XlsxParserBase`: content-type-enforcing parser contract.\n- `XlsxParser`: generic string-row parser built on openpyxl.",
+    "objects": {
+      "BaseXlsxClient": {
+        "name": "BaseXlsxClient",
+        "kind": "class",
+        "path": "omniread.xlsx.BaseXlsxClient",
+        "signature": null,
+        "docstring": "Abstract client responsible for retrieving spreadsheet bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full xlsx binary payload.\n        - Raise retrieval-specific errors on failure.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.xlsx.BaseXlsxClient.fetch",
+            "signature": "fetch(source: Any)",
+            "docstring": "Fetch raw xlsx bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the spreadsheet location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw xlsx bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
+          }
+        }
+      },
+      "FileSystemXlsxClient": {
+        "name": "FileSystemXlsxClient",
+        "kind": "class",
+        "path": "omniread.xlsx.FileSystemXlsxClient",
+        "signature": null,
+        "docstring": "XLSX client that reads from the local filesystem.\n\nNotes:\n    **Guarantees:**\n\n        - This client reads spreadsheet files directly from the disk and\n          returns their raw binary contents.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.xlsx.FileSystemXlsxClient.fetch",
+            "signature": "fetch(path: Path)",
+            "docstring": "Read an xlsx file from the local filesystem.\n\nArgs:\n    path (Path):\n        Filesystem path to the spreadsheet file.\n\nReturns:\n    bytes:\n        Raw xlsx bytes.\n\nRaises:\n    FileNotFoundError:\n        If the path does not exist.\n    ValueError:\n        If the path exists but is not a file."
+          }
+        }
+      },
+      "XlsxParser": {
+        "name": "XlsxParser",
+        "kind": "class",
+        "path": "omniread.xlsx.XlsxParser",
+        "signature": "XlsxParser(content: Content, *, data_only: bool = True, read_only: bool = True)",
+        "docstring": "Generic xlsx parser producing string rows from a worksheet.\n\nNotes:\n    **Responsibilities:**\n\n        - Lazily load the workbook owned by the parser's content.\n        - Normalize cells (including dates and numeric values) into\n          deterministic string representations.\n        - Expose sheet discovery and row extraction helpers.\n\n    **Constraints:**\n\n        - Cells are rendered with ``str(value)`` after trimming; date and\n          datetime values are rendered in ISO format. Consumers requiring\n          locale-specific formatting must convert on their side.",
+        "members": {
+          "workbook": {
+            "name": "workbook",
+            "kind": "attribute",
+            "path": "omniread.xlsx.XlsxParser.workbook",
+            "signature": null,
+            "docstring": "The lazily loaded workbook backing this parser's content."
+          },
+          "sheet_names": {
+            "name": "sheet_names",
+            "kind": "attribute",
+            "path": "omniread.xlsx.XlsxParser.sheet_names",
+            "signature": null,
+            "docstring": "Names of all worksheets contained in the workbook."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.xlsx.XlsxParser.parse",
+            "signature": "parse()",
+            "docstring": "Parse the first worksheet into normalized string rows.\n\nReturns:\n    list[list[str]]:\n        Rows of the default (first) worksheet."
+          },
+          "rows": {
+            "name": "rows",
+            "kind": "function",
+            "path": "omniread.xlsx.XlsxParser.rows",
+            "signature": "rows(sheet: int | str | None = None, *, skip_empty: bool = True)",
+            "docstring": "Extract normalized string rows from a worksheet.\n\nArgs:\n    sheet (int | str | None):\n        Worksheet index or title; defaults to the first worksheet.\n    skip_empty (bool):\n        When True (default), rows whose cells are all blank are omitted.\n\nReturns:\n    list[list[str]]:\n        Normalized rows; trailing blank cells are trimmed per row.\n\nRaises:\n    ValueError:\n        If the requested sheet does not exist."
+          }
+        }
+      },
+      "XlsxParserBase": {
+        "name": "XlsxParserBase",
+        "kind": "class",
+        "path": "omniread.xlsx.XlsxParserBase",
+        "signature": null,
+        "docstring": "Base xlsx parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces xlsx content-type compatibility and provides\n          the extension point for implementing concrete xlsx parsing\n          strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.xlsx.XlsxParserBase.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser (XLSX only)."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.xlsx.XlsxParserBase.parse",
+            "signature": "parse()",
+            "docstring": "Parse xlsx content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation."
+          }
+        }
+      },
+      "XlsxScraper": {
+        "name": "XlsxScraper",
+        "kind": "class",
+        "path": "omniread.xlsx.XlsxScraper",
+        "signature": "XlsxScraper(*, client: BaseXlsxClient)",
+        "docstring": "Scraper for xlsx spreadsheet documents.\n\nNotes:\n    **Responsibilities:**\n\n        - Fetch raw xlsx bytes via the configured client.\n        - Wrap the payload in a canonical `Content` instance with the\n          XLSX content type and source identifier.\n\n    **Constraints:**\n\n        - The scraper does not perform parsing or interpretation.\n        - Does not assume a specific storage backend.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.xlsx.XlsxScraper.fetch",
+            "signature": "fetch(source: Any, *, metadata: Mapping[str, Any] | None = None)",
+            "docstring": "Fetch an xlsx document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the spreadsheet source as understood by the\n        configured client.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw xlsx bytes, source\n        identifier, XLSX content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the client."
+          }
+        }
+      },
+      "client": {
+        "name": "client",
+        "kind": "module",
+        "path": "omniread.xlsx.client",
+        "signature": null,
+        "docstring": "# Summary\n\nXLSX client abstractions for OmniRead.\n\nThis module defines the **client layer** responsible for retrieving raw\nOffice Open XML spreadsheet bytes from a concrete backing store.\n\nClients provide low-level access to xlsx binaries and are intentionally\ndecoupled from scraping and parsing logic. They do not perform validation,\ninterpretation, or content extraction.\n\nTypical backing stores include:\n\n- Local filesystems\n- Object storage (S3, GCS, etc.)\n- Network file systems",
+        "members": {
+          "BaseXlsxClient": {
+            "name": "BaseXlsxClient",
+            "kind": "class",
+            "path": "omniread.xlsx.client.BaseXlsxClient",
+            "signature": null,
+            "docstring": "Abstract client responsible for retrieving spreadsheet bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full xlsx binary payload.\n        - Raise retrieval-specific errors on failure.",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.xlsx.client.BaseXlsxClient.fetch",
+                "signature": "fetch(source: Any) -> bytes",
+                "docstring": "Fetch raw xlsx bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the spreadsheet location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw xlsx bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
+              }
+            }
+          },
+          "FileSystemXlsxClient": {
+            "name": "FileSystemXlsxClient",
+            "kind": "class",
+            "path": "omniread.xlsx.client.FileSystemXlsxClient",
+            "signature": null,
+            "docstring": "XLSX client that reads from the local filesystem.\n\nNotes:\n    **Guarantees:**\n\n        - This client reads spreadsheet files directly from the disk and\n          returns their raw binary contents.",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.xlsx.client.FileSystemXlsxClient.fetch",
+                "signature": "fetch(path: Path) -> bytes",
+                "docstring": "Read an xlsx file from the local filesystem.\n\nArgs:\n    path (Path):\n        Filesystem path to the spreadsheet file.\n\nReturns:\n    bytes:\n        Raw xlsx bytes.\n\nRaises:\n    FileNotFoundError:\n        If the path does not exist.\n    ValueError:\n        If the path exists but is not a file."
+              }
+            }
+          }
+        }
+      },
+      "parser": {
+        "name": "parser",
+        "kind": "module",
+        "path": "omniread.xlsx.parser",
+        "signature": null,
+        "docstring": "# Summary\n\nXLSX parser implementations for OmniRead.\n\nThis module provides a concrete, generic parser for Office Open XML\nspreadsheets. It exposes workbook sheets as lists of string rows so\ndownstream consumers can interpret tabular content without depending on\nopenpyxl directly.\n\nThe parser is intentionally statement-agnostic: it performs no header\ndetection or column interpretation beyond basic cell normalization.",
+        "members": {
+          "Content": {
+            "name": "Content",
+            "kind": "class",
+            "path": "omniread.xlsx.parser.Content",
+            "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
+            "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
+            "members": {
+              "raw": {
+                "name": "raw",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser.Content.raw",
+                "signature": null,
+                "docstring": "Raw content bytes as retrieved from the source."
+              },
+              "source": {
+                "name": "source",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser.Content.source",
+                "signature": null,
+                "docstring": "Identifier of the content origin (URL, file path, or logical name)."
+              },
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser.Content.content_type",
+                "signature": null,
+                "docstring": "Optional MIME type of the content, if known."
+              },
+              "metadata": {
+                "name": "metadata",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser.Content.metadata",
+                "signature": null,
+                "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
+              }
+            }
+          },
+          "XlsxParserBase": {
+            "name": "XlsxParserBase",
+            "kind": "class",
+            "path": "omniread.xlsx.parser.XlsxParserBase",
+            "signature": null,
+            "docstring": "Base xlsx parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces xlsx content-type compatibility and provides\n          the extension point for implementing concrete xlsx parsing\n          strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser.XlsxParserBase.supported_types",
+                "signature": null,
+                "docstring": "Set of content types supported by this parser (XLSX only)."
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.xlsx.parser.XlsxParserBase.parse",
+                "signature": "parse()",
+                "docstring": "Parse xlsx content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation."
+              }
+            }
+          },
+          "XlsxParser": {
+            "name": "XlsxParser",
+            "kind": "class",
+            "path": "omniread.xlsx.parser.XlsxParser",
+            "signature": "XlsxParser(content: Content, *, data_only: bool = True, read_only: bool = True)",
+            "docstring": "Generic xlsx parser producing string rows from a worksheet.\n\nNotes:\n    **Responsibilities:**\n\n        - Lazily load the workbook owned by the parser's content.\n        - Normalize cells (including dates and numeric values) into\n          deterministic string representations.\n        - Expose sheet discovery and row extraction helpers.\n\n    **Constraints:**\n\n        - Cells are rendered with ``str(value)`` after trimming; date and\n          datetime values are rendered in ISO format. Consumers requiring\n          locale-specific formatting must convert on their side.",
+            "members": {
+              "workbook": {
+                "name": "workbook",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser.XlsxParser.workbook",
+                "signature": null,
+                "docstring": "The lazily loaded workbook backing this parser's content."
+              },
+              "sheet_names": {
+                "name": "sheet_names",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser.XlsxParser.sheet_names",
+                "signature": null,
+                "docstring": "Names of all worksheets contained in the workbook."
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.xlsx.parser.XlsxParser.parse",
+                "signature": "parse() -> list[list[str]]",
+                "docstring": "Parse the first worksheet into normalized string rows.\n\nReturns:\n    list[list[str]]:\n        Rows of the default (first) worksheet."
+              },
+              "rows": {
+                "name": "rows",
+                "kind": "function",
+                "path": "omniread.xlsx.parser.XlsxParser.rows",
+                "signature": "rows(sheet: int | str | None = None, *, skip_empty: bool = True) -> list[list[str]]",
+                "docstring": "Extract normalized string rows from a worksheet.\n\nArgs:\n    sheet (int | str | None):\n        Worksheet index or title; defaults to the first worksheet.\n    skip_empty (bool):\n        When True (default), rows whose cells are all blank are omitted.\n\nReturns:\n    list[list[str]]:\n        Normalized rows; trailing blank cells are trimmed per row.\n\nRaises:\n    ValueError:\n        If the requested sheet does not exist."
+              }
+            }
+          }
+        }
+      },
+      "parser_base": {
+        "name": "parser_base",
+        "kind": "module",
+        "path": "omniread.xlsx.parser_base",
+        "signature": null,
+        "docstring": "# Summary\n\nXLSX parser base implementation for OmniRead.\n\nThis module defines the **XLSX-specific parser contract**, extending the\nformat-agnostic `BaseParser` with constraints appropriate for Office Open\nXML spreadsheet content.",
+        "members": {
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.xlsx.parser_base.ContentType",
+            "signature": null,
+            "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser_base.ContentType.HTML",
+                "signature": null,
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser_base.ContentType.PDF",
+                "signature": null,
+                "docstring": "PDF document content."
+              },
+              "XLSX": {
+                "name": "XLSX",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser_base.ContentType.XLSX",
+                "signature": null,
+                "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+              },
+              "CSV": {
+                "name": "CSV",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser_base.ContentType.CSV",
+                "signature": null,
+                "docstring": "Comma-separated-value document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser_base.ContentType.JSON",
+                "signature": null,
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser_base.ContentType.XML",
+                "signature": null,
+                "docstring": "XML document content."
+              }
+            }
+          },
+          "BaseParser": {
+            "name": "BaseParser",
+            "kind": "class",
+            "path": "omniread.xlsx.parser_base.BaseParser",
+            "signature": "BaseParser(content: Content)",
+            "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser_base.BaseParser.supported_types",
+                "signature": null,
+                "docstring": "Set of content types supported by this parser. An empty set indicates that the parser is content-type agnostic."
+              },
+              "content": {
+                "name": "content",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser_base.BaseParser.content",
+                "signature": null,
+                "docstring": null
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.xlsx.parser_base.BaseParser.parse",
+                "signature": "parse()",
+                "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
+              },
+              "supports": {
+                "name": "supports",
+                "kind": "function",
+                "path": "omniread.xlsx.parser_base.BaseParser.supports",
+                "signature": "supports()",
+                "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
+              }
+            }
+          },
+          "T": {
+            "name": "T",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser_base.T",
+            "signature": null,
+            "docstring": null
+          },
+          "XlsxParserBase": {
+            "name": "XlsxParserBase",
+            "kind": "class",
+            "path": "omniread.xlsx.parser_base.XlsxParserBase",
+            "signature": null,
+            "docstring": "Base xlsx parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces xlsx content-type compatibility and provides\n          the extension point for implementing concrete xlsx parsing\n          strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.xlsx.parser_base.XlsxParserBase.supported_types",
+                "signature": null,
+                "docstring": "Set of content types supported by this parser (XLSX only)."
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.xlsx.parser_base.XlsxParserBase.parse",
+                "signature": "parse() -> T",
+                "docstring": "Parse xlsx content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation."
+              }
+            }
+          }
+        }
+      },
+      "scraper": {
+        "name": "scraper",
+        "kind": "module",
+        "path": "omniread.xlsx.scraper",
+        "signature": null,
+        "docstring": "# Summary\n\nXLSX scraper for OmniRead.\n\nThis module defines the scraper responsible for acquiring raw Office Open\nXML spreadsheet content from a backing store via a configured client.\n\nThe scraper does not interpret or parse the acquired bytes; it wraps them in\nthe canonical `Content` model.",
+        "members": {
+          "Content": {
+            "name": "Content",
+            "kind": "class",
+            "path": "omniread.xlsx.scraper.Content",
+            "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
+            "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
+            "members": {
+              "raw": {
+                "name": "raw",
+                "kind": "attribute",
+                "path": "omniread.xlsx.scraper.Content.raw",
+                "signature": null,
+                "docstring": "Raw content bytes as retrieved from the source."
+              },
+              "source": {
+                "name": "source",
+                "kind": "attribute",
+                "path": "omniread.xlsx.scraper.Content.source",
+                "signature": null,
+                "docstring": "Identifier of the content origin (URL, file path, or logical name)."
+              },
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.xlsx.scraper.Content.content_type",
+                "signature": null,
+                "docstring": "Optional MIME type of the content, if known."
+              },
+              "metadata": {
+                "name": "metadata",
+                "kind": "attribute",
+                "path": "omniread.xlsx.scraper.Content.metadata",
+                "signature": null,
+                "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
+              }
+            }
+          },
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.xlsx.scraper.ContentType",
+            "signature": null,
+            "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.xlsx.scraper.ContentType.HTML",
+                "signature": null,
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.xlsx.scraper.ContentType.PDF",
+                "signature": null,
+                "docstring": "PDF document content."
+              },
+              "XLSX": {
+                "name": "XLSX",
+                "kind": "attribute",
+                "path": "omniread.xlsx.scraper.ContentType.XLSX",
+                "signature": null,
+                "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+              },
+              "CSV": {
+                "name": "CSV",
+                "kind": "attribute",
+                "path": "omniread.xlsx.scraper.ContentType.CSV",
+                "signature": null,
+                "docstring": "Comma-separated-value document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.xlsx.scraper.ContentType.JSON",
+                "signature": null,
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.xlsx.scraper.ContentType.XML",
+                "signature": null,
+                "docstring": "XML document content."
+              }
+            }
+          },
+          "BaseXlsxClient": {
+            "name": "BaseXlsxClient",
+            "kind": "class",
+            "path": "omniread.xlsx.scraper.BaseXlsxClient",
+            "signature": null,
+            "docstring": "Abstract client responsible for retrieving spreadsheet bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full xlsx binary payload.\n        - Raise retrieval-specific errors on failure.",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.xlsx.scraper.BaseXlsxClient.fetch",
+                "signature": "fetch(source: Any)",
+                "docstring": "Fetch raw xlsx bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the spreadsheet location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw xlsx bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
+              }
+            }
+          },
+          "XlsxScraper": {
+            "name": "XlsxScraper",
+            "kind": "class",
+            "path": "omniread.xlsx.scraper.XlsxScraper",
+            "signature": "XlsxScraper(*, client: BaseXlsxClient)",
+            "docstring": "Scraper for xlsx spreadsheet documents.\n\nNotes:\n    **Responsibilities:**\n\n        - Fetch raw xlsx bytes via the configured client.\n        - Wrap the payload in a canonical `Content` instance with the\n          XLSX content type and source identifier.\n\n    **Constraints:**\n\n        - The scraper does not perform parsing or interpretation.\n        - Does not assume a specific storage backend.",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.xlsx.scraper.XlsxScraper.fetch",
+                "signature": "fetch(source: Any, *, metadata: Mapping[str, Any] | None = None) -> Content",
+                "docstring": "Fetch an xlsx document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the spreadsheet source as understood by the\n        configured client.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw xlsx bytes, source\n        identifier, XLSX content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the client."
+              }
+            }
+          }
+        }
+      }
+    }
+  }
+}

docs/mcp/modules/omniread.xlsx.parser.json

@@ -0,0 +1,106 @@
+{
+  "module": "omniread.xlsx.parser",
+  "content": {
+    "path": "omniread.xlsx.parser",
+    "docstring": "# Summary\n\nXLSX parser implementations for OmniRead.\n\nThis module provides a concrete, generic parser for Office Open XML\nspreadsheets. It exposes workbook sheets as lists of string rows so\ndownstream consumers can interpret tabular content without depending on\nopenpyxl directly.\n\nThe parser is intentionally statement-agnostic: it performs no header\ndetection or column interpretation beyond basic cell normalization.",
+    "objects": {
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.xlsx.parser.Content",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
+        "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser.Content.raw",
+            "signature": null,
+            "docstring": "Raw content bytes as retrieved from the source."
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser.Content.source",
+            "signature": null,
+            "docstring": "Identifier of the content origin (URL, file path, or logical name)."
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser.Content.content_type",
+            "signature": null,
+            "docstring": "Optional MIME type of the content, if known."
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser.Content.metadata",
+            "signature": null,
+            "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
+          }
+        }
+      },
+      "XlsxParserBase": {
+        "name": "XlsxParserBase",
+        "kind": "class",
+        "path": "omniread.xlsx.parser.XlsxParserBase",
+        "signature": null,
+        "docstring": "Base xlsx parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces xlsx content-type compatibility and provides\n          the extension point for implementing concrete xlsx parsing\n          strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser.XlsxParserBase.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser (XLSX only)."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.xlsx.parser.XlsxParserBase.parse",
+            "signature": "parse()",
+            "docstring": "Parse xlsx content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation."
+          }
+        }
+      },
+      "XlsxParser": {
+        "name": "XlsxParser",
+        "kind": "class",
+        "path": "omniread.xlsx.parser.XlsxParser",
+        "signature": "XlsxParser(content: Content, *, data_only: bool = True, read_only: bool = True)",
+        "docstring": "Generic xlsx parser producing string rows from a worksheet.\n\nNotes:\n    **Responsibilities:**\n\n        - Lazily load the workbook owned by the parser's content.\n        - Normalize cells (including dates and numeric values) into\n          deterministic string representations.\n        - Expose sheet discovery and row extraction helpers.\n\n    **Constraints:**\n\n        - Cells are rendered with ``str(value)`` after trimming; date and\n          datetime values are rendered in ISO format. Consumers requiring\n          locale-specific formatting must convert on their side.",
+        "members": {
+          "workbook": {
+            "name": "workbook",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser.XlsxParser.workbook",
+            "signature": null,
+            "docstring": "The lazily loaded workbook backing this parser's content."
+          },
+          "sheet_names": {
+            "name": "sheet_names",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser.XlsxParser.sheet_names",
+            "signature": null,
+            "docstring": "Names of all worksheets contained in the workbook."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.xlsx.parser.XlsxParser.parse",
+            "signature": "parse() -> list[list[str]]",
+            "docstring": "Parse the first worksheet into normalized string rows.\n\nReturns:\n    list[list[str]]:\n        Rows of the default (first) worksheet."
+          },
+          "rows": {
+            "name": "rows",
+            "kind": "function",
+            "path": "omniread.xlsx.parser.XlsxParser.rows",
+            "signature": "rows(sheet: int | str | None = None, *, skip_empty: bool = True) -> list[list[str]]",
+            "docstring": "Extract normalized string rows from a worksheet.\n\nArgs:\n    sheet (int | str | None):\n        Worksheet index or title; defaults to the first worksheet.\n    skip_empty (bool):\n        When True (default), rows whose cells are all blank are omitted.\n\nReturns:\n    list[list[str]]:\n        Normalized rows; trailing blank cells are trimmed per row.\n\nRaises:\n    ValueError:\n        If the requested sheet does not exist."
+          }
+        }
+      }
+    }
+  }
+}

docs/mcp/modules/omniread.xlsx.parser_base.json

@@ -0,0 +1,127 @@
+{
+  "module": "omniread.xlsx.parser_base",
+  "content": {
+    "path": "omniread.xlsx.parser_base",
+    "docstring": "# Summary\n\nXLSX parser base implementation for OmniRead.\n\nThis module defines the **XLSX-specific parser contract**, extending the\nformat-agnostic `BaseParser` with constraints appropriate for Office Open\nXML spreadsheet content.",
+    "objects": {
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.xlsx.parser_base.ContentType",
+        "signature": null,
+        "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser_base.ContentType.HTML",
+            "signature": null,
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser_base.ContentType.PDF",
+            "signature": null,
+            "docstring": "PDF document content."
+          },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser_base.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser_base.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser_base.ContentType.JSON",
+            "signature": null,
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser_base.ContentType.XML",
+            "signature": null,
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "BaseParser": {
+        "name": "BaseParser",
+        "kind": "class",
+        "path": "omniread.xlsx.parser_base.BaseParser",
+        "signature": "BaseParser(content: Content)",
+        "docstring": "Base interface for all parsers.\n\nNotes:\n    **Guarantees:**\n\n        - A parser is a self-contained object that owns the `Content` it is\n          responsible for interpreting.\n        - Consumers may rely on early validation of content compatibility\n          and type-stable return values from `parse()`.\n\n    **Responsibilities:**\n\n        - Implementations must declare supported content types via `supported_types`.\n        - Implementations must raise parsing-specific exceptions from `parse()`.\n        - Implementations must remain deterministic for a given input.",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser_base.BaseParser.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser. An empty set indicates that the parser is content-type agnostic."
+          },
+          "content": {
+            "name": "content",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser_base.BaseParser.content",
+            "signature": null,
+            "docstring": null
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.xlsx.parser_base.BaseParser.parse",
+            "signature": "parse()",
+            "docstring": "Parse the owned content into structured output.\n\nReturns:\n    T:\n        Parsed, structured representation.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation.\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must fully consume the provided content and\n          return a deterministic, structured output."
+          },
+          "supports": {
+            "name": "supports",
+            "kind": "function",
+            "path": "omniread.xlsx.parser_base.BaseParser.supports",
+            "signature": "supports()",
+            "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    bool:\n        True if the content type is supported; False otherwise."
+          }
+        }
+      },
+      "T": {
+        "name": "T",
+        "kind": "attribute",
+        "path": "omniread.xlsx.parser_base.T",
+        "signature": null,
+        "docstring": null
+      },
+      "XlsxParserBase": {
+        "name": "XlsxParserBase",
+        "kind": "class",
+        "path": "omniread.xlsx.parser_base.XlsxParserBase",
+        "signature": null,
+        "docstring": "Base xlsx parser.\n\nNotes:\n    **Responsibilities:**\n\n        - This class enforces xlsx content-type compatibility and provides\n          the extension point for implementing concrete xlsx parsing\n          strategies.\n\n    **Constraints:**\n\n        - Concrete implementations must define the output type `T` and\n          implement the `parse()` method.",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.xlsx.parser_base.XlsxParserBase.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser (XLSX only)."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.xlsx.parser_base.XlsxParserBase.parse",
+            "signature": "parse() -> T",
+            "docstring": "Parse xlsx content into a structured output.\n\nReturns:\n    T:\n        Parsed representation of type `T`.\n\nRaises:\n    Exception:\n        Parsing-specific errors as defined by the implementation."
+          }
+        }
+      }
+    }
+  }
+}

docs/mcp/modules/omniread.xlsx.scraper.json

@@ -0,0 +1,129 @@
+{
+  "module": "omniread.xlsx.scraper",
+  "content": {
+    "path": "omniread.xlsx.scraper",
+    "docstring": "# Summary\n\nXLSX scraper for OmniRead.\n\nThis module defines the scraper responsible for acquiring raw Office Open\nXML spreadsheet content from a backing store via a configured client.\n\nThe scraper does not interpret or parse the acquired bytes; it wraps them in\nthe canonical `Content` model.",
+    "objects": {
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.xlsx.scraper.Content",
+        "signature": "Content(raw: bytes, source: str, content_type: ContentType | None = ..., metadata: Mapping[str, Any] | None = ...)",
+        "docstring": "Normalized representation of extracted content.\n\nNotes:\n    **Responsibilities:**\n\n        - A `Content` instance represents a raw content payload along with\n          minimal contextual metadata describing its origin and type.\n        - This class is the primary exchange format between scrapers,\n          parsers, and downstream consumers.",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.xlsx.scraper.Content.raw",
+            "signature": null,
+            "docstring": "Raw content bytes as retrieved from the source."
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.xlsx.scraper.Content.source",
+            "signature": null,
+            "docstring": "Identifier of the content origin (URL, file path, or logical name)."
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.xlsx.scraper.Content.content_type",
+            "signature": null,
+            "docstring": "Optional MIME type of the content, if known."
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.xlsx.scraper.Content.metadata",
+            "signature": null,
+            "docstring": "Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes)."
+          }
+        }
+      },
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.xlsx.scraper.ContentType",
+        "signature": null,
+        "docstring": "Supported MIME types for extracted content.\n\nNotes:\n    **Guarantees:**\n\n        - This enum represents the declared or inferred media type of the\n          content source.\n        - It is primarily used for routing content to the appropriate\n          parser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.xlsx.scraper.ContentType.HTML",
+            "signature": null,
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.xlsx.scraper.ContentType.PDF",
+            "signature": null,
+            "docstring": "PDF document content."
+          },
+          "XLSX": {
+            "name": "XLSX",
+            "kind": "attribute",
+            "path": "omniread.xlsx.scraper.ContentType.XLSX",
+            "signature": null,
+            "docstring": "Office Open XML spreadsheet (xlsx/xlsm) content."
+          },
+          "CSV": {
+            "name": "CSV",
+            "kind": "attribute",
+            "path": "omniread.xlsx.scraper.ContentType.CSV",
+            "signature": null,
+            "docstring": "Comma-separated-value document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.xlsx.scraper.ContentType.JSON",
+            "signature": null,
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.xlsx.scraper.ContentType.XML",
+            "signature": null,
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "BaseXlsxClient": {
+        "name": "BaseXlsxClient",
+        "kind": "class",
+        "path": "omniread.xlsx.scraper.BaseXlsxClient",
+        "signature": null,
+        "docstring": "Abstract client responsible for retrieving spreadsheet bytes.\n\nRetrieves bytes from a specific backing store (filesystem, S3, FTP, etc.).\n\nNotes:\n    **Responsibilities:**\n\n        - Implementations must accept a source identifier appropriate to\n          the backing store.\n        - Return the full xlsx binary payload.\n        - Raise retrieval-specific errors on failure.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.xlsx.scraper.BaseXlsxClient.fetch",
+            "signature": "fetch(source: Any)",
+            "docstring": "Fetch raw xlsx bytes from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the spreadsheet location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    bytes:\n        Raw xlsx bytes.\n\nRaises:\n    Exception:\n        Retrieval-specific errors defined by the implementation."
+          }
+        }
+      },
+      "XlsxScraper": {
+        "name": "XlsxScraper",
+        "kind": "class",
+        "path": "omniread.xlsx.scraper.XlsxScraper",
+        "signature": "XlsxScraper(*, client: BaseXlsxClient)",
+        "docstring": "Scraper for xlsx spreadsheet documents.\n\nNotes:\n    **Responsibilities:**\n\n        - Fetch raw xlsx bytes via the configured client.\n        - Wrap the payload in a canonical `Content` instance with the\n          XLSX content type and source identifier.\n\n    **Constraints:**\n\n        - The scraper does not perform parsing or interpretation.\n        - Does not assume a specific storage backend.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.xlsx.scraper.XlsxScraper.fetch",
+            "signature": "fetch(source: Any, *, metadata: Mapping[str, Any] | None = None) -> Content",
+            "docstring": "Fetch an xlsx document from the given source.\n\nArgs:\n    source (Any):\n        Identifier of the spreadsheet source as understood by the\n        configured client.\n    metadata (Mapping[str, Any] | None, optional):\n        Optional metadata to attach to the returned content.\n\nReturns:\n    Content:\n        A `Content` instance containing raw xlsx bytes, source\n        identifier, XLSX content type, and optional metadata.\n\nRaises:\n    Exception:\n        Retrieval-specific errors raised by the client."
+          }
+        }
+      }
+    }
+  }
+}

docs/mcp/nav.json

@@ -0,0 +1,90 @@
+[
+  {
+    "module": "omniread",
+    "resource": "docs://modules/omniread"
+  },
+  {
+    "module": "omniread.core",
+    "resource": "docs://modules/omniread.core"
+  },
+  {
+    "module": "omniread.core.content",
+    "resource": "docs://modules/omniread.core.content"
+  },
+  {
+    "module": "omniread.core.parser",
+    "resource": "docs://modules/omniread.core.parser"
+  },
+  {
+    "module": "omniread.core.scraper",
+    "resource": "docs://modules/omniread.core.scraper"
+  },
+  {
+    "module": "omniread.csv",
+    "resource": "docs://modules/omniread.csv"
+  },
+  {
+    "module": "omniread.csv.client",
+    "resource": "docs://modules/omniread.csv.client"
+  },
+  {
+    "module": "omniread.csv.parser",
+    "resource": "docs://modules/omniread.csv.parser"
+  },
+  {
+    "module": "omniread.csv.parser_base",
+    "resource": "docs://modules/omniread.csv.parser_base"
+  },
+  {
+    "module": "omniread.csv.scraper",
+    "resource": "docs://modules/omniread.csv.scraper"
+  },
+  {
+    "module": "omniread.html",
+    "resource": "docs://modules/omniread.html"
+  },
+  {
+    "module": "omniread.html.parser",
+    "resource": "docs://modules/omniread.html.parser"
+  },
+  {
+    "module": "omniread.html.scraper",
+    "resource": "docs://modules/omniread.html.scraper"
+  },
+  {
+    "module": "omniread.pdf",
+    "resource": "docs://modules/omniread.pdf"
+  },
+  {
+    "module": "omniread.pdf.client",
+    "resource": "docs://modules/omniread.pdf.client"
+  },
+  {
+    "module": "omniread.pdf.parser",
+    "resource": "docs://modules/omniread.pdf.parser"
+  },
+  {
+    "module": "omniread.pdf.scraper",
+    "resource": "docs://modules/omniread.pdf.scraper"
+  },
+  {
+    "module": "omniread.xlsx",
+    "resource": "docs://modules/omniread.xlsx"
+  },
+  {
+    "module": "omniread.xlsx.client",
+    "resource": "docs://modules/omniread.xlsx.client"
+  },
+  {
+    "module": "omniread.xlsx.parser",
+    "resource": "docs://modules/omniread.xlsx.parser"
+  },
+  {
+    "module": "omniread.xlsx.parser_base",
+    "resource": "docs://modules/omniread.xlsx.parser_base"
+  },
+  {
+    "module": "omniread.xlsx.scraper",
+    "resource": "docs://modules/omniread.xlsx.scraper"
+  }
+]

docs/mkdocs.lib.yml

@@ -21,33 +21,15 @@ theme:
   - search.highlight
   - search.share
   - search.suggest
-plugins:
-- search
-- mkdocstrings:
-    handlers:
-      python:
-        paths:
-        - .
-        options:
-          docstring_style: google
-          show_source: false
-          show_signature_annotations: true
-          separate_signature: true
-          merge_init_into_class: true
-          inherited_members: true
-          annotations_path: brief
-          show_root_heading: true
-          group_by_category: true
-          show_category_heading: true
-          show_object_full_path: false
-          show_symbol_type_heading: true
+  icon:
+    logo: material/book-open-page-variant
+    repo: fontawesome/brands/github
 markdown_extensions:
 - pymdownx.superfences
 - pymdownx.inlinehilite
 - pymdownx.snippets
 - admonition
 - pymdownx.details
-- pymdownx.superfences
 - pymdownx.highlight:
     linenums: true
     anchor_linenums: true
@@ -62,7 +44,31 @@ markdown_extensions:
 - pymdownx.caret
 - pymdownx.tilde
 - pymdownx.mark
+extra_css:
+- https://unpkg.com/dracula-prism/dist/css/dracula-prism.css
+plugins:
+- search
+- mkdocstrings:
+    handlers:
+      python:
+        paths:
+        - ..
+        options:
+          docstring_style: google
+          show_source: false
+          show_signature_annotations: true
+          separate_signature: true
+          merge_init_into_class: true
+          inherited_members: true
+          annotations_path: brief
+          show_root_heading: true
+          group_by_category: true
+          show_category_heading: true
+          show_object_full_path: false
+          show_symbol_type_heading: true
 site_name: omniread
+docs_dir: lib
+site_dir: ../site/lib
 nav:
 - Home: index.md
 - Core API:
@@ -79,3 +85,15 @@ nav:
   - pdf/client.md
   - pdf/parser.md
   - pdf/scraper.md
+- CSV Handling:
+  - csv/index.md
+  - csv/client.md
+  - csv/parser_base.md
+  - csv/parser.md
+  - csv/scraper.md
+- XLSX Handling:
+  - xlsx/index.md
+  - xlsx/client.md
+  - xlsx/parser_base.md
+  - xlsx/parser.md
+  - xlsx/scraper.md

docs/mkdocs.wiki.yml

@@ -0,0 +1,69 @@
+site_name: OmniRead Documentation
+docs_dir: wiki
+site_dir: ../site/wiki
+
+nav:
+- Home: index.md
+- Overview: 01_overview.md
+- How to Use: 02_how_to_use.md
+- Extending OmniRead: 03_extending.md
+- Development: 04_development.md
+
+theme:
+  name: material
+  palette:
+    scheme: slate
+    primary: blue grey
+    accent: teal
+  font:
+    text: Roboto
+    code: JetBrains Mono
+  features:
+  - navigation.sections
+  - navigation.expand
+  - navigation.top
+  - navigation.instant
+  - navigation.tracking
+  - navigation.indexes
+  - content.code.copy
+  - content.code.annotate
+  - content.tabs.link
+  - content.action.edit
+  - search.highlight
+  - search.share
+  - search.suggest
+  - navigation.tabs
+  - toc.integrate
+  - header.autohide
+  - announce.dismiss
+  - footer.social
+  - content.code.select
+  - content.code.line_numbers
+  - content.tooltips
+  icon:
+    logo: material/book-open-page-variant
+    repo: fontawesome/brands/github
+markdown_extensions:
+- pymdownx.superfences
+- pymdownx.inlinehilite
+- pymdownx.snippets
+- admonition
+- pymdownx.details
+- pymdownx.highlight:
+    linenums: true
+    anchor_linenums: true
+    line_spans: __span
+    pygments_lang_class: true
+- pymdownx.tabbed:
+    alternate_style: true
+- pymdownx.tasklist:
+    custom_checkbox: true
+- tables
+- footnotes
+- pymdownx.caret
+- pymdownx.tilde
+- pymdownx.mark
+extra_css:
+- https://unpkg.com/dracula-prism/dist/css/dracula-prism.css
+plugins:
+- search

docs/wiki/01_overview.md

@@ -0,0 +1,86 @@
+# 🧱 Overview
+
+OmniRead is designed as a **decoupled content engine** with three distinct
+layers. Understanding them is the key to using and extending the library.
+
+---
+
+## 🏗️ Architecture
+
+```text
+                 ┌─────────────────────────────┐
+                 │  Source (URL, file, storage) │
+                 └────────────┬────────────────┘
+                              │
+                    ┌─────────▼──────────┐
+                    │   Scraper / Client  │  fetches raw bytes
+                    └─────────┬──────────┘
+                              │  returns
+                    ┌─────────▼──────────┐
+                    │     Content         │  raw + source + type
+                    └─────────┬──────────┘
+                              │
+                    ┌─────────▼──────────┐
+                    │      Parser         │  parse() → structured T
+                    └────────────────────┘
+```
+
+1. **Scraper** (`BaseScraper`) — fetches raw bytes from a source (HTTP URL,
+   filesystem path, object storage). Returns a `Content` instance.
+   Scrapers never interpret content.
+2. **Content** (`Content`) — the canonical exchange model: raw bytes,
+   source identifier, and optional `ContentType` enum.
+3. **Parser** (`BaseParser[T]`) — receives a `Content` and returns a
+   structured result of type `T` via `parse()`.
+
+---
+
+## 📦 The `Content` model
+
+Defined in `omniread.core.content`:
+
+```python
+from dataclasses import dataclass
+from omniread import Content, ContentType
+
+@dataclass(slots=True)
+class Content:
+    raw: bytes
+    source: str
+    content_type: ContentType | None = None
+```
+
+- `raw` — the raw bytes exactly as retrieved.
+- `source` — URL, file path, or logical name identifying the origin.
+- `content_type` — optional `ContentType` enum value.
+
+---
+
+## 🎭 The `ContentType` enum
+
+| Value | MIME | Used by |
+|---|---|---|
+| `HTML` | `text/html` | HTMLScraper |
+| `PDF` | `application/pdf` | PDFScraper |
+| `XLSX` | `application/vnd.openxmlformats-...` | XlsxScraper |
+| `CSV` | `text/csv` | CsvScraper |
+| `JSON` | `application/json` | — |
+| `XML` | `application/xml` | — |
+
+---
+
+## 🧩 Format modules at a glance
+
+| Module | Scraper | Parser | Client | Notes |
+|---|---|---|---|---|
+| `omniread.html` | `HTMLScraper` | `HTMLParser` | — | httpx + BeautifulSoup |
+| `omniread.pdf` | `PDFScraper` | `PDFParser` | `FileSystemPDFClient` | explicit client layer |
+| `omniread.csv` | `CsvScraper` | `CsvParser` | `FileSystemCsvClient` | stdlib csv module |
+| `omniread.xlsx` | `XlsxScraper` | `XlsxParser` | `FileSystemXlsxClient` | openpyxl-backed |
+
+---
+
+## 📚 Read Next
+
+- [How to Use](02_how_to_use.md) — working examples per format.
+- [Extending OmniRead](03_extending.md) — subclassing scrapers and parsers.

docs/wiki/02_how_to_use.md

@@ -0,0 +1,109 @@
+# 🖥️ How to Use
+
+Every format follows the same pipeline: **scrape → `Content` → parse**.
+This page shows each supported format with working patterns.
+
+---
+
+## 🌐 HTML
+
+```python
+from omniread import HTMLScraper, HTMLParser
+
+class TitleParser(HTMLParser[str]):
+    def parse(self) -> str:
+        return self._soup.title.string
+
+scraper = HTMLScraper()                     # httpx under the hood
+content = scraper.fetch("https://example.com")
+
+title = TitleParser(content).parse()
+```
+
+`HTMLScraper` accepts an optional `client` (an `httpx.Client`) for transport
+control — the test suite wires one to a mock transport.
+
+---
+
+## 📕 PDF
+
+PDFs need a **client** to supply raw bytes before parsing:
+
+```python
+from pathlib import Path
+from omniread import FileSystemPDFClient, PDFScraper, PDFParser
+
+class TextPDFParser(PDFParser[str]):
+    def parse(self) -> str:
+        # implement your extraction logic
+        return self.content.raw  # bytes, decode as needed
+
+client = FileSystemPDFClient()
+scraper = PDFScraper(client=client)
+content = scraper.fetch(Path("document.pdf"))
+
+result = TextPDFParser(content).parse()
+```
+
+`PDFParser` subclasses receive `self.content` and implement `parse()`.
+
+---
+
+## 📊 CSV
+
+```python
+from omniread import FileSystemCsvClient, CsvScraper, CsvParser
+
+scraper = CsvScraper(client=FileSystemCsvClient())
+content = scraper.fetch("data.csv")
+
+parser = CsvParser(content)
+for row in parser.rows():
+    print(row)
+```
+
+`CsvParser.rows()` yields string rows trimmed of empties by default
+(`skip_empty=True`).
+
+---
+
+## 📑 XLSX
+
+```python
+from omniread import FileSystemXlsxClient, XlsxScraper, XlsxParser
+
+scraper = XlsxScraper(client=FileSystemXlsxClient())
+content = scraper.fetch("statement.xlsx")
+
+parser = XlsxParser(content)
+print(parser.sheet_names)                 # e.g. ["Statement"]
+rows = parser.rows(sheet="Statement")     # by name or index
+all_rows = parser.parse()                 # alias for rows()
+```
+
+Key behaviors:
+
+- `rows(skip_empty=False)` keeps blank rows (off by default).
+- Cells render as trimmed strings; date cells convert to ISO format
+  (`2026-06-01T00:00:00`).
+- `rows(sheet="Missing")` raises for an unknown sheet.
+
+---
+
+## 🔀 End-to-end flow
+
+```python
+content = scraper.fetch(source)   # 1. acquire → Content
+assert isinstance(content.raw, bytes)
+assert content.content_type is not None
+
+parser = MyParser(content)        # 2. interpret → T
+result = parser.parse()
+```
+
+---
+
+## 📚 Read Next
+
+- [Overview](01_overview.md) — the full architecture.
+- [Extending OmniRead](03_extending.md) — custom clients and parsers.

docs/wiki/03_extending.md

@@ -0,0 +1,104 @@
+# 🧩 Extending OmniRead
+
+OmniRead is meant to be extended by subclassing. All public extension points
+are generic over their result type, so your parser returns exactly the shape
+you need.
+
+---
+
+## 🧬 Custom parsers
+
+Subclass `BaseParser[T]` (or a format parser) and implement `parse()`:
+
+```python
+from pydantic import BaseModel
+from omniread import HTMLParser
+
+class Page(BaseModel):
+    title: str
+    content: str | None
+
+class PageParser(HTMLParser[Page]):
+    def parse(self) -> Page:
+        soup = self._soup
+        div = soup.find("div", id="content")
+        return Page(
+            title=soup.title.string,
+            content=div.get_text() if div else None,
+        )
+```
+
+The parsed page is validated by Pydantic on construction — no manual
+assertions required.
+
+---
+
+## 🧬 Custom PDF parsers
+
+PDF binary layout is format-specific, so parsers return your own model:
+
+```python
+from typing import Literal
+from pydantic import BaseModel
+from omniread import PDFParser
+
+class ParsedPDF(BaseModel):
+    size_bytes: int
+    magic: Literal[b"%PDF"]
+
+class SimplePDFParser(PDFParser[ParsedPDF]):
+    def parse(self) -> ParsedPDF:
+        if not self.content.raw.startswith(b"%PDF"):
+            raise ValueError("Not a valid PDF")
+        return ParsedPDF(size_bytes=len(self.content.raw), magic=b"%PDF")
+```
+
+---
+
+## 🧬 Custom clients
+
+Clients supply raw bytes to a scraper. For PDFs, subclass
+`BasePDFClient` (or `FileSystemPDFClient`) and implement
+`fetch(source) -> bytes`:
+
+```python
+from omniread.pdf.client import BasePDFClient
+
+class MockPDFClient(BasePDFClient):
+    def fetch(self, source):
+        return b"%PDF ..."  # bytes for the logical identifier
+```
+
+The same pattern applies to `BaseCsvClient` and `BaseXlsxClient`.
+
+---
+
+## 🚀 Custom scrapers
+
+Festch something that a built-in scraper does not cover by extending
+`BaseScraper`:
+
+```python
+from omniread import BaseScraper, Content, ContentType
+
+class StorageScraper(BaseScraper):
+    def fetch(self, source, *, metadata=None):
+        raw = my_object_storage.download(source)      # your I/O
+        return Content(raw=raw, source=source, content_type=ContentType.JSON)
+```
+
+---
+
+## ✅ Extension checklist
+
+1. Keep **scraper** and **parser** separate — never mix I/O into `parse()`.
+2. Return `Content` from any scraper/client so downstream stays uniform.
+3. Return a *typed* result from your parser (Pydantic model, dataclass, str).
+4. Test your custom layers with a mock client, not a live network.
+
+---
+
+## 📚 Read Next
+
+- [How to Use](02_how_to_use.md) — built-in example flows.
+- [Development](04_development.md) — running tests and docs.

docs/wiki/04_development.md

@@ -0,0 +1,87 @@
+# 🛠️ Development
+
+Working on `omniread` itself.
+
+---
+
+## 📂 Repository layout
+
+| Path | Purpose |
+|---|---|
+| `omniread/` | The library package (core + html, pdf, csv, xlsx modules) |
+| `omniread/*.pyi` | Type stubs kept in sync with implementations |
+| `tests/` | End-to-end and unit tests against mock transports/clients |
+| `covers` | — |
+| `docs/lib/` | Generated library reference (docforge, flat layout) |
+| `docs/mcp/` | Machine-readable bundle served by the MCP server |
+| `docs/wiki/` | This hand-written wiki |
+
+---
+
+## 🔧 Setup
+
+```bash
+python -m venv .venv
+.venv/Scripts/pip install -e ".[dev]"
+```
+
+---
+
+## 🧪 Tests
+
+Run the suite (offline; a mock httpx transport and mock PDF client are used):
+
+```bash
+.venv/Scripts/pytest
+```
+
+Coverage spans end-to-end scrape → parse flows for HTML, PDF, and XLSX,
+plus client validation and CSV/XLSX parsing edge cases.
+
+---
+
+## ✅ Quality gates
+
+The CI quality gate runs, matching the Drone pipeline:
+
+```bash
+.venv/Scripts/black --check .
+.venv/Scripts/ruff check .
+.venv/Scripts/mypy
+.venv/Scripts/pytest
+```
+
+---
+
+## 📝 Building documentation (docforge)
+
+The site is generated by [`docforge`](https://git.aetoskia.com/aetos/doc-forge)
+and served per kind under `site/{kind}`:
+
+```bash
+doc-forge build \
+  --mkdocs --mcp \
+  --module-is-source --module omniread \
+  --site-name "OmniRead"
+```
+
+- `--module-is-source` renders the flat `docs/lib/` layout (no nesting under
+  `omniread/`), matching `docforge.nav.yml` and `docs/mkdocs.lib.yml`.
+- `--mcp` regenerates the structured bundle in `docs/mcp/`.
+- `--wiki` builds this wiki.
+- `gen_api.py` (if present) regenerates the API docs.
+
+Preview locally:
+
+```bash
+doc-forge serve --lib
+doc-forge serve --wiki
+doc-forge serve --mcp
+```
+
+---
+
+## 📚 Read Next
+
+- [Extending OmniRead](03_extending.md) — custom parsers, scrapers, clients.
+- [Overview](01_overview.md) — the core architecture.

docs/wiki/index.md

@@ -0,0 +1,64 @@
+# 📄 OmniRead — Format-Agnostic Content Acquisition and Parsing
+
+`OmniRead` is a composable content ingestion framework with pluggable scrapers
+and parsers for HTML, PDF, CSV, and XLSX. It cleanly separates fetching
+(I/O) from interpretation (parsing) through a canonical `Content` exchange
+model, giving each format its own scraper and parser while sharing one
+uniform pipeline.
+
+> **Doc model:** this wiki is written for humans — how‑to guides, examples,
+> and extension recipes. The authoritative API contracts live in the code
+> (GSDFC docstrings) and the machine‑readable bundle under `docs/mcp/`.
+
+---
+
+## 🚀 Key Features
+
+* 🧱 **Content/Scraper/Parser architecture** — fetch and interpret in
+  independent, testable layers
+* 📄 **Canonical `Content` model** — raw bytes + metadata passed between all
+  layers via one dataclass
+* 🌐 **HTML** — HTTP-based scraper with httpx; DOM parsing via BeautifulSoup
+* 📕 **PDF** — client + scraper for raw PDF bytes; user-defined parsers
+* 📊 **CSV** — standard-library CSV parser over `rows()` iterator
+* 📑 **XLSX** — openpyxl-backed spreadsheet parser with sheet selection,
+  empty-row control, and ISO date conversion
+
+---
+
+## ⚡ Quick Start
+
+```python
+from omniread import HTMLScraper, HTMLParser
+
+class TitleParser(HTMLParser[str]):
+    def parse(self) -> str:
+        return self._soup.title.string
+
+content = HTMLScraper().fetch("https://example.com")
+title = TitleParser(content).parse()
+assert title == "Example Domain"
+```
+
+---
+
+## 📁 Documentation Structure
+
+| Section | What you'll find |
+|---|---|
+| [Overview](01_overview.md) | The three-layer architecture and the `Content` model |
+| [How to Use](02_how_to_use.md) | Ready-to-run examples for HTML, PDF, CSV, and XLSX |
+| [Extending OmniRead](03_extending.md) | Subclassing scrapers, parsers, and clients |
+| [Development](04_development.md) | Setup, tests, and regenerating docs |
+
+---
+
+## 🔗 Related Resources
+
+* **Source Code:** [Gitea Repository](https://git.aetoskia.com/aetos/omniread)
+* **Internal PyPI:** [pip.aetoskia.com/simple/omniread](https://pip.aetoskia.com/simple/omniread)
+* **CI:** Builds and publishes tagged releases, gated on black / ruff / mypy / pytest.
+
+---
+
+© Aetoskia Internal — `omniread` 0.0.1

mcp_docs/nav.json

@@ -1,50 +0,0 @@
-[
-  {
-    "module": "omniread",
-    "resource": "doc://modules/omniread"
-  },
-  {
-    "module": "omniread.core",
-    "resource": "doc://modules/omniread.core"
-  },
-  {
-    "module": "omniread.core.content",
-    "resource": "doc://modules/omniread.core.content"
-  },
-  {
-    "module": "omniread.core.parser",
-    "resource": "doc://modules/omniread.core.parser"
-  },
-  {
-    "module": "omniread.core.scraper",
-    "resource": "doc://modules/omniread.core.scraper"
-  },
-  {
-    "module": "omniread.html",
-    "resource": "doc://modules/omniread.html"
-  },
-  {
-    "module": "omniread.html.parser",
-    "resource": "doc://modules/omniread.html.parser"
-  },
-  {
-    "module": "omniread.html.scraper",
-    "resource": "doc://modules/omniread.html.scraper"
-  },
-  {
-    "module": "omniread.pdf",
-    "resource": "doc://modules/omniread.pdf"
-  },
-  {
-    "module": "omniread.pdf.client",
-    "resource": "doc://modules/omniread.pdf.client"
-  },
-  {
-    "module": "omniread.pdf.parser",
-    "resource": "doc://modules/omniread.pdf.parser"
-  },
-  {
-    "module": "omniread.pdf.scraper",
-    "resource": "doc://modules/omniread.pdf.scraper"
-  }
-]

omniread/__init__.py

@@ -132,23 +132,19 @@ __all__ = [
     # core
     "Content",
     "ContentType",
-
     # html
     "HTMLScraper",
     "HTMLParser",
-
     # pdf
     "FileSystemPDFClient",
     "PDFScraper",
     "PDFParser",
-
     # csv
     "BaseCsvClient",
     "FileSystemCsvClient",
     "CsvScraper",
     "CsvParser",
     "CsvParserBase",
-
     # xlsx
     "BaseXlsxClient",
     "FileSystemXlsxClient",

omniread/__init__.pyi

@@ -1,6 +1,6 @@
 from .core import Content, ContentType
-from .html import HTMLScraper, HTMLParser
-from .pdf import FileSystemPDFClient, PDFScraper, PDFParser
+from .html import HTMLParser, HTMLScraper
+from .pdf import FileSystemPDFClient, PDFParser, PDFScraper
 
 __all__ = [
     "Content",

omniread/core/content.py

@@ -11,9 +11,10 @@ retrieved or parsed. Format-specific behavior and metadata must not alter
 the semantic meaning of these models.
 """
 
-from enum import Enum
+from collections.abc import Mapping
 from dataclasses import dataclass
-from typing import Any, Mapping, Optional
+from enum import Enum
+from typing import Any
 
 
 class ContentType(str, Enum):
@@ -72,12 +73,12 @@ class Content:
     Identifier of the content origin (URL, file path, or logical name).
     """
 
-    content_type: Optional[ContentType] = None
+    content_type: ContentType | None = None
     """
     Optional MIME type of the content, if known.
     """
 
-    metadata: Optional[Mapping[str, Any]] = None
+    metadata: Mapping[str, Any] | None = None
     """
     Optional, implementation-defined metadata associated with the content (e.g., headers, encoding hints, extraction notes).
     """

omniread/core/content.pyi

@@ -1,15 +1,24 @@
+from collections.abc import Mapping
 from enum import Enum
-from typing import Any, Mapping, Optional
+from typing import Any
 
 class ContentType(str, Enum):
     HTML = "text/html"
     PDF = "application/pdf"
+    XLSX = "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
+    CSV = "text/csv"
     JSON = "application/json"
     XML = "application/xml"
 
 class Content:
     raw: bytes
     source: str
-    content_type: Optional[ContentType]
-    metadata: Optional[Mapping[str, Any]]
-    def __init__(self, raw: bytes, source: str, content_type: Optional[ContentType] = ..., metadata: Optional[Mapping[str, Any]] = ...) -> None: ...
+    content_type: ContentType | None
+    metadata: Mapping[str, Any] | None
+    def __init__(
+        self,
+        raw: bytes,
+        source: str,
+        content_type: ContentType | None = ...,
+        metadata: Mapping[str, Any] | None = ...,
+    ) -> None: ...

omniread/core/parser.py

@@ -20,7 +20,7 @@ Parsers are not responsible for:
 """
 
 from abc import ABC, abstractmethod
-from typing import Generic, TypeVar, Set
+from typing import Generic, TypeVar
 
 from .content import Content, ContentType
 
@@ -46,7 +46,7 @@ class BaseParser(ABC, Generic[T]):
             - Implementations must remain deterministic for a given input.
     """
 
-    supported_types: Set[ContentType] = set()
+    supported_types: set[ContentType] = set()
     """
     Set of content types supported by this parser. An empty set indicates that the parser is content-type agnostic.
     """

omniread/core/parser.pyi

@@ -1,11 +1,12 @@
 from abc import ABC, abstractmethod
-from typing import Generic, TypeVar, Set
+from typing import Generic, TypeVar
+
 from .content import Content, ContentType
 
 T = TypeVar("T")
 
 class BaseParser(ABC, Generic[T]):
-    supported_types: Set[ContentType]
+    supported_types: set[ContentType]
     content: Content
     def __init__(self, content: Content) -> None: ...
     @abstractmethod

omniread/core/scraper.py

@@ -22,7 +22,8 @@ All interpretation must be delegated to parsers.
 """
 
 from abc import ABC, abstractmethod
-from typing import Any, Mapping, Optional
+from collections.abc import Mapping
+from typing import Any
 
 from .content import Content
 
@@ -53,7 +54,7 @@ class BaseScraper(ABC):
         self,
         source: str,
         *,
-        metadata: Optional[Mapping[str, Any]] = None,
+        metadata: Mapping[str, Any] | None = None,
     ) -> Content:
         """
         Fetch raw content from the given source.
@@ -62,7 +63,7 @@ class BaseScraper(ABC):
             source (str):
                 Location identifier (URL, file path, S3 URI, etc.).
 
-            metadata (Optional[Mapping[str, Any]], optional):
+            metadata (Mapping[str, Any] | None, optional):
                 Optional hints for the scraper (headers, auth, etc.).
 
         Returns:

omniread/core/scraper.pyi

@@ -1,7 +1,11 @@
 from abc import ABC, abstractmethod
-from typing import Any, Mapping, Optional
+from collections.abc import Mapping
+from typing import Any
+
 from .content import Content
 
 class BaseScraper(ABC):
     @abstractmethod
-    def fetch(self, source: str, *, metadata: Optional[Mapping[str, Any]] = ...) -> Content: ...
+    def fetch(
+        self, source: str, *, metadata: Mapping[str, Any] | None = ...
+    ) -> Content: ...

omniread/csv/__init__.pyi

@@ -0,0 +1,12 @@
+from .client import BaseCsvClient, FileSystemCsvClient
+from .parser import CsvParser
+from .parser_base import CsvParserBase
+from .scraper import CsvScraper
+
+__all__ = [
+    "BaseCsvClient",
+    "FileSystemCsvClient",
+    "CsvScraper",
+    "CsvParser",
+    "CsvParserBase",
+]

omniread/csv/client.py

@@ -17,9 +17,9 @@ Typical backing stores include:
 - Network file systems
 """
 
-from typing import Any
 from abc import ABC, abstractmethod
 from pathlib import Path
+from typing import Any
 
 
 class BaseCsvClient(ABC):

omniread/csv/client.pyi

@@ -0,0 +1,10 @@
+from abc import ABC, abstractmethod
+from pathlib import Path
+from typing import Any
+
+class BaseCsvClient(ABC):
+    @abstractmethod
+    def fetch(self, source: Any) -> bytes: ...
+
+class FileSystemCsvClient(BaseCsvClient):
+    def fetch(self, path: Path) -> bytes: ...

omniread/csv/parser.py

@@ -13,15 +13,15 @@ detection or column interpretation beyond basic cell normalization and
 delimiter detection.
 """
 
-from io import StringIO
 from csv import Sniffer, reader
-from typing import List
+from io import StringIO
 
 from omniread.core.content import Content
+
 from .parser_base import CsvParserBase
 
 
-class CsvParser(CsvParserBase):
+class CsvParser(CsvParserBase[list[list[str]]]):
     """
     Generic csv parser producing string rows from the document.
 
@@ -54,17 +54,17 @@ class CsvParser(CsvParserBase):
         """
         super().__init__(content)
 
-    def parse(self) -> List[List[str]]:
+    def parse(self) -> list[list[str]]:
         """
         Parse the document into normalized string rows.
 
         Returns:
-            List[List[str]]:
+            list[list[str]]:
                 Rows of the document.
         """
         return self.rows()
 
-    def rows(self, *, skip_empty: bool = True) -> List[List[str]]:
+    def rows(self, *, skip_empty: bool = True) -> list[list[str]]:
         """
         Extract normalized string rows from the document.
 
@@ -74,7 +74,7 @@ class CsvParser(CsvParserBase):
                 omitted.
 
         Returns:
-            List[List[str]]:
+            list[list[str]]:
                 Normalized rows; trailing blank cells are trimmed per row.
         """
         text = self._decode(self.content.raw)
@@ -84,7 +84,7 @@ class CsvParser(CsvParserBase):
             delimiter = dialect.delimiter
         except Exception:
             delimiter = ","
-        out: List[List[str]] = []
+        out: list[list[str]] = []
         for row in reader(StringIO(text), delimiter=delimiter):
             cells = [c.strip() for c in row]
             while cells and not cells[-1]:

omniread/csv/parser.pyi

@@ -0,0 +1,8 @@
+from omniread.core.content import Content
+
+from .parser_base import CsvParserBase
+
+class CsvParser(CsvParserBase[list[list[str]]]):
+    def __init__(self, content: Content) -> None: ...
+    def parse(self) -> list[list[str]]: ...
+    def rows(self, *, skip_empty: bool = True) -> list[list[str]]: ...

omniread/csv/parser_base.py

@@ -8,8 +8,8 @@ format-agnostic `BaseParser` with constraints appropriate for
 comma-separated-value documents.
 """
 
-from typing import Generic, TypeVar
 from abc import abstractmethod
+from typing import Generic, TypeVar
 
 from omniread.core.content import ContentType
 from omniread.core.parser import BaseParser

omniread/csv/parser_base.pyi

@@ -0,0 +1,13 @@
+from abc import abstractmethod
+from typing import Generic, TypeVar
+
+from omniread.core.content import ContentType
+from omniread.core.parser import BaseParser
+
+T = TypeVar("T")
+
+class CsvParserBase(BaseParser[T], Generic[T]):
+    supported_types: set[ContentType]
+
+    @abstractmethod
+    def parse(self) -> T: ...

omniread/csv/scraper.py

@@ -11,9 +11,11 @@ The scraper does not interpret or parse the acquired bytes; it wraps them in
 the canonical `Content` model.
 """
 
-from typing import Any, Mapping, Optional
+from collections.abc import Mapping
+from typing import Any
 
 from omniread.core.content import Content, ContentType
+
 from .client import BaseCsvClient
 
 
@@ -48,7 +50,7 @@ class CsvScraper:
         self,
         source: Any,
         *,
-        metadata: Optional[Mapping[str, Any]] = None,
+        metadata: Mapping[str, Any] | None = None,
     ) -> Content:
         """
         Fetch a csv document from the given source.
@@ -57,7 +59,7 @@ class CsvScraper:
             source (Any):
                 Identifier of the csv source as understood by the
                 configured client.
-            metadata (Optional[Mapping[str, Any]], optional):
+            metadata (Mapping[str, Any] | None, optional):
                 Optional metadata to attach to the returned content.
 
         Returns:

omniread/csv/scraper.pyi

@@ -0,0 +1,12 @@
+from collections.abc import Mapping
+from typing import Any
+
+from omniread.core.content import Content
+
+from .client import BaseCsvClient
+
+class CsvScraper:
+    def __init__(self, *, client: BaseCsvClient) -> None: ...
+    def fetch(
+        self, source: Any, *, metadata: Mapping[str, Any] | None = ...
+    ) -> Content: ...

omniread/html/__init__.py

@@ -30,7 +30,6 @@ use this package only when HTML-specific behavior is required.
 ---
 """
 
-
 from .scraper import HTMLScraper
 from .parser import HTMLParser
 

omniread/html/__init__.pyi

@@ -1,4 +1,4 @@
-from .scraper import HTMLScraper
 from .parser import HTMLParser
+from .scraper import HTMLScraper
 
 __all__ = ["HTMLScraper", "HTMLParser"]

omniread/html/parser.py

@@ -16,12 +16,12 @@ Concrete parsers must subclass `HTMLParser` and implement the `parse()` method
 to return a structured representation appropriate for their use case.
 """
 
-from typing import Any, Generic, TypeVar, Optional
 from abc import abstractmethod
+from typing import Any, Generic, TypeVar
 
 from bs4 import BeautifulSoup, Tag
 
-from omniread.core.content import ContentType, Content
+from omniread.core.content import Content, ContentType
 from omniread.core.parser import BaseParser
 
 T = TypeVar("T")
@@ -117,7 +117,7 @@ class HTMLParser(BaseParser[T], Generic[T]):
         return div.get_text(separator=separator, strip=True)
 
     @staticmethod
-    def parse_link(a: Tag) -> Optional[str]:
+    def parse_link(a: Tag) -> str | None:
         """
         Extract the hyperlink reference from an `<a>` element.
 
@@ -126,7 +126,7 @@ class HTMLParser(BaseParser[T], Generic[T]):
                 BeautifulSoup tag representing an anchor.
 
         Returns:
-            Optional[str]:
+            str | None:
                 The value of the `href` attribute, or None if absent.
         """
         return a.get("href")
@@ -146,10 +146,7 @@ class HTMLParser(BaseParser[T], Generic[T]):
         """
         rows: list[list[str]] = []
         for tr in table.find_all("tr"):
-            cells = [
-                cell.get_text(strip=True)
-                for cell in tr.find_all(["td", "th"])
-            ]
+            cells = [cell.get_text(strip=True) for cell in tr.find_all(["td", "th"])]
             if cells:
                 rows.append(cells)
         return rows

omniread/html/parser.pyi

@@ -1,6 +1,8 @@
-from typing import Any, Generic, TypeVar, Optional, list, dict
-from bs4 import BeautifulSoup, Tag
-from omniread.core.content import ContentType, Content
+from typing import Any, Generic, TypeVar
+
+from bs4 import Tag
+
+from omniread.core.content import Content, ContentType
 from omniread.core.parser import BaseParser
 
 T = TypeVar("T")
@@ -12,7 +14,7 @@ class HTMLParser(BaseParser[T], Generic[T]):
     @staticmethod
     def parse_div(div: Tag, *, separator: str = ...) -> str: ...
     @staticmethod
-    def parse_link(a: Tag) -> Optional[str]: ...
+    def parse_link(a: Tag) -> str | None: ...
     @staticmethod
     def parse_table(table: Tag) -> list[list[str]]: ...
     def parse_meta(self) -> dict[str, Any]: ...

omniread/html/scraper.py

@@ -20,8 +20,10 @@ This scraper is not responsible for:
 - Managing crawl policies or rate limiting
 """
 
+from collections.abc import Mapping
+from typing import Any
+
 import httpx
-from typing import Any, Mapping, Optional
 
 from omniread.core.content import Content, ContentType
 from omniread.core.scraper import BaseScraper
@@ -51,7 +53,7 @@ class HTMLScraper(BaseScraper):
         *,
         client: httpx.Client | None = None,
         timeout: float = 15.0,
-        headers: Optional[Mapping[str, str]] = None,
+        headers: Mapping[str, str] | None = None,
         follow_redirects: bool = True,
     ):
         """
@@ -62,7 +64,7 @@ class HTMLScraper(BaseScraper):
                 Optional pre-configured `httpx.Client`. If omitted, a client is created internally.
             timeout (float, optional):
                 Request timeout in seconds.
-            headers (Optional[Mapping[str, str]], optional):
+            headers (Mapping[str, str] | None, optional):
                 Optional default HTTP headers.
             follow_redirects (bool, optional):
                 Whether to follow HTTP redirects.
@@ -97,15 +99,13 @@ class HTMLScraper(BaseScraper):
 
         base_ct = raw_ct.split(";", 1)[0].strip().lower()
         if base_ct != self.content_type.value:
-            raise ValueError(
-                f"Expected HTML content, got '{raw_ct}'"
-            )
+            raise ValueError(f"Expected HTML content, got '{raw_ct}'")
 
     def fetch(
         self,
         source: str,
         *,
-        metadata: Optional[Mapping[str, Any]] = None,
+        metadata: Mapping[str, Any] | None = None,
     ) -> Content:
         """
         Fetch an HTML document from the given source.
@@ -113,7 +113,7 @@ class HTMLScraper(BaseScraper):
         Args:
             source (str):
                 URL of the HTML document.
-            metadata (Optional[Mapping[str, Any]], optional):
+            metadata (Mapping[str, Any] | None, optional):
                 Optional metadata to be merged into the returned content.
 
         Returns:

omniread/html/scraper.pyi

@@ -1,10 +1,22 @@
+from collections.abc import Mapping
+from typing import Any
+
 import httpx
-from typing import Any, Mapping, Optional
+
 from omniread.core.content import Content, ContentType
 from omniread.core.scraper import BaseScraper
 
 class HTMLScraper(BaseScraper):
     content_type: ContentType
-    def __init__(self, *, client: Optional[httpx.Client] = ..., timeout: float = ..., headers: Optional[Mapping[str, str]] = ..., follow_redirects: bool = ...) -> None: ...
+    def __init__(
+        self,
+        *,
+        client: httpx.Client | None = ...,
+        timeout: float = ...,
+        headers: Mapping[str, str] | None = ...,
+        follow_redirects: bool = ...,
+    ) -> None: ...
     def validate_content_type(self, response: httpx.Response) -> None: ...
-    def fetch(self, source: str, *, metadata: Optional[Mapping[str, Any]] = ...) -> Content: ...
+    def fetch(
+        self, source: str, *, metadata: Mapping[str, Any] | None = ...
+    ) -> Content: ...

omniread/pdf/__init__.pyi

@@ -1,5 +1,5 @@
 from .client import FileSystemPDFClient
-from .scraper import PDFScraper
 from .parser import PDFParser
+from .scraper import PDFScraper
 
 __all__ = ["FileSystemPDFClient", "PDFScraper", "PDFParser"]

omniread/pdf/client.py

@@ -17,9 +17,9 @@ Typical backing stores include:
 - Network file systems
 """
 
-from typing import Any
 from abc import ABC, abstractmethod
 from pathlib import Path
+from typing import Any
 
 
 class BasePDFClient(ABC):

omniread/pdf/parser.py

@@ -10,8 +10,8 @@ PDF parsers are responsible for interpreting binary PDF data and producing
 structured representations suitable for downstream consumption.
 """
 
-from typing import Generic, TypeVar
 from abc import abstractmethod
+from typing import Generic, TypeVar
 
 from omniread.core.content import ContentType
 from omniread.core.parser import BaseParser

omniread/pdf/parser.pyi

@@ -1,5 +1,6 @@
 from abc import abstractmethod
 from typing import Generic, TypeVar
+
 from omniread.core.content import ContentType
 from omniread.core.parser import BaseParser
 

omniread/pdf/scraper.py

@@ -10,7 +10,8 @@ The scraper implements the core `BaseScraper` contract while delegating
 all storage and access concerns to a `BasePDFClient` implementation.
 """
 
-from typing import Any, Mapping, Optional
+from collections.abc import Mapping
+from typing import Any
 
 from omniread.core.content import Content, ContentType
 from omniread.core.scraper import BaseScraper
@@ -48,7 +49,7 @@ class PDFScraper(BaseScraper):
         self,
         source: Any,
         *,
-        metadata: Optional[Mapping[str, Any]] = None,
+        metadata: Mapping[str, Any] | None = None,
     ) -> Content:
         """
         Fetch a PDF document from the given source.
@@ -56,7 +57,7 @@ class PDFScraper(BaseScraper):
         Args:
             source (Any):
                 Identifier of the PDF source as understood by the configured PDF client.
-            metadata (Optional[Mapping[str, Any]], optional):
+            metadata (Mapping[str, Any] | None, optional):
                 Optional metadata to attach to the returned content.
 
         Returns:

omniread/pdf/scraper.pyi

@@ -1,8 +1,13 @@
-from typing import Any, Mapping, Optional
-from omniread.core.content import Content, ContentType
+from collections.abc import Mapping
+from typing import Any
+
+from omniread.core.content import Content
 from omniread.core.scraper import BaseScraper
+
 from .client import BasePDFClient
 
 class PDFScraper(BaseScraper):
     def __init__(self, *, client: BasePDFClient) -> None: ...
-    def fetch(self, source: Any, *, metadata: Optional[Mapping[str, Any]] = ...) -> Content: ...
+    def fetch(
+        self, source: Any, *, metadata: Mapping[str, Any] | None = ...
+    ) -> Content: ...

omniread/xlsx/__init__.pyi

@@ -0,0 +1,12 @@
+from .client import BaseXlsxClient, FileSystemXlsxClient
+from .parser import XlsxParser
+from .parser_base import XlsxParserBase
+from .scraper import XlsxScraper
+
+__all__ = [
+    "BaseXlsxClient",
+    "FileSystemXlsxClient",
+    "XlsxScraper",
+    "XlsxParser",
+    "XlsxParserBase",
+]

omniread/xlsx/client.py

@@ -17,9 +17,9 @@ Typical backing stores include:
 - Network file systems
 """
 
-from typing import Any
 from abc import ABC, abstractmethod
 from pathlib import Path
+from typing import Any
 
 
 class BaseXlsxClient(ABC):

omniread/xlsx/client.pyi

@@ -0,0 +1,10 @@
+from abc import ABC, abstractmethod
+from pathlib import Path
+from typing import Any
+
+class BaseXlsxClient(ABC):
+    @abstractmethod
+    def fetch(self, source: Any) -> bytes: ...
+
+class FileSystemXlsxClient(BaseXlsxClient):
+    def fetch(self, path: Path) -> bytes: ...

omniread/xlsx/parser.py

@@ -14,15 +14,16 @@ detection or column interpretation beyond basic cell normalization.
 
 import datetime
 from io import BytesIO
-from typing import List, Optional, Union
+from typing import Any
 
 import openpyxl
 
 from omniread.core.content import Content
+
 from .parser_base import XlsxParserBase
 
 
-class XlsxParser(XlsxParserBase):
+class XlsxParser(XlsxParserBase[list[list[str]]]):
     """
     Generic xlsx parser producing string rows from a worksheet.
 
@@ -41,7 +42,9 @@ class XlsxParser(XlsxParserBase):
               locale-specific formatting must convert on their side.
     """
 
-    def __init__(self, content: Content, *, data_only: bool = True, read_only: bool = True):
+    def __init__(
+        self, content: Content, *, data_only: bool = True, read_only: bool = True
+    ):
         """
         Initialize the parser.
 
@@ -57,7 +60,7 @@ class XlsxParser(XlsxParserBase):
         super().__init__(content)
         self._data_only = data_only
         self._read_only = read_only
-        self._workbook: Optional[openpyxl.Workbook] = None
+        self._workbook: openpyxl.Workbook | None = None
 
     @property
     def workbook(self) -> openpyxl.Workbook:
@@ -73,39 +76,39 @@ class XlsxParser(XlsxParserBase):
         return self._workbook
 
     @property
-    def sheet_names(self) -> List[str]:
+    def sheet_names(self) -> list[str]:
         """
         Names of all worksheets contained in the workbook.
         """
         return list(self.workbook.sheetnames)
 
-    def parse(self) -> List[List[str]]:
+    def parse(self) -> list[list[str]]:
         """
         Parse the first worksheet into normalized string rows.
 
         Returns:
-            List[List[str]]:
+            list[list[str]]:
                 Rows of the default (first) worksheet.
         """
         return self.rows()
 
     def rows(
         self,
-        sheet: Optional[Union[int, str]] = None,
+        sheet: int | str | None = None,
         *,
         skip_empty: bool = True,
-    ) -> List[List[str]]:
+    ) -> list[list[str]]:
         """
         Extract normalized string rows from a worksheet.
 
         Args:
-            sheet (Optional[Union[int, str]]):
+            sheet (int | str | None):
                 Worksheet index or title; defaults to the first worksheet.
             skip_empty (bool):
                 When True (default), rows whose cells are all blank are omitted.
 
         Returns:
-            List[List[str]]:
+            list[list[str]]:
                 Normalized rows; trailing blank cells are trimmed per row.
 
         Raises:
@@ -113,7 +116,7 @@ class XlsxParser(XlsxParserBase):
                 If the requested sheet does not exist.
         """
         ws = self._resolve_sheet(sheet)
-        out: List[List[str]] = []
+        out: list[list[str]] = []
         for row in ws.iter_rows(values_only=True):
             cells = [self._cell_str(v) for v in row]
             while cells and not cells[-1].strip():
@@ -123,7 +126,7 @@ class XlsxParser(XlsxParserBase):
             out.append(cells)
         return out
 
-    def _resolve_sheet(self, sheet: Optional[Union[int, str]]):
+    def _resolve_sheet(self, sheet: int | str | None) -> Any:
         names = self.workbook.sheetnames
         if not names:
             raise ValueError("Workbook contains no worksheets")
@@ -138,7 +141,7 @@ class XlsxParser(XlsxParserBase):
         return self.workbook[names[index]]
 
     @staticmethod
-    def _cell_str(value) -> str:
+    def _cell_str(value: Any) -> str:
         if value is None:
             return ""
         if isinstance(value, (datetime.datetime, datetime.date)):

omniread/xlsx/parser.pyi

@@ -0,0 +1,18 @@
+import openpyxl
+
+from omniread.core.content import Content
+
+from .parser_base import XlsxParserBase
+
+class XlsxParser(XlsxParserBase[list[list[str]]]):
+    def __init__(
+        self, content: Content, *, data_only: bool = True, read_only: bool = True
+    ) -> None: ...
+    @property
+    def workbook(self) -> openpyxl.Workbook: ...
+    @property
+    def sheet_names(self) -> list[str]: ...
+    def parse(self) -> list[list[str]]: ...
+    def rows(
+        self, sheet: int | str | None = None, *, skip_empty: bool = True
+    ) -> list[list[str]]: ...

omniread/xlsx/parser_base.py

@@ -8,8 +8,8 @@ format-agnostic `BaseParser` with constraints appropriate for Office Open
 XML spreadsheet content.
 """
 
-from typing import Generic, TypeVar
 from abc import abstractmethod
+from typing import Generic, TypeVar
 
 from omniread.core.content import ContentType
 from omniread.core.parser import BaseParser

omniread/xlsx/parser_base.pyi

@@ -0,0 +1,13 @@
+from abc import abstractmethod
+from typing import Generic, TypeVar
+
+from omniread.core.content import ContentType
+from omniread.core.parser import BaseParser
+
+T = TypeVar("T")
+
+class XlsxParserBase(BaseParser[T], Generic[T]):
+    supported_types: set[ContentType]
+
+    @abstractmethod
+    def parse(self) -> T: ...

omniread/xlsx/scraper.py

@@ -10,9 +10,11 @@ The scraper does not interpret or parse the acquired bytes; it wraps them in
 the canonical `Content` model.
 """
 
-from typing import Any, Mapping, Optional
+from collections.abc import Mapping
+from typing import Any
 
 from omniread.core.content import Content, ContentType
+
 from .client import BaseXlsxClient
 
 
@@ -47,7 +49,7 @@ class XlsxScraper:
         self,
         source: Any,
         *,
-        metadata: Optional[Mapping[str, Any]] = None,
+        metadata: Mapping[str, Any] | None = None,
     ) -> Content:
         """
         Fetch an xlsx document from the given source.
@@ -56,7 +58,7 @@ class XlsxScraper:
             source (Any):
                 Identifier of the spreadsheet source as understood by the
                 configured client.
-            metadata (Optional[Mapping[str, Any]], optional):
+            metadata (Mapping[str, Any] | None, optional):
                 Optional metadata to attach to the returned content.
 
         Returns:

omniread/xlsx/scraper.pyi

@@ -0,0 +1,12 @@
+from collections.abc import Mapping
+from typing import Any
+
+from omniread.core.content import Content
+
+from .client import BaseXlsxClient
+
+class XlsxScraper:
+    def __init__(self, *, client: BaseXlsxClient) -> None: ...
+    def fetch(
+        self, source: Any, *, metadata: Mapping[str, Any] | None = ...
+    ) -> Content: ...