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ayhammouda/python-docs-mcp-server

by Various

Read-only MCP server for official Python docs: local index, no API keys, exact symbol lookup, version-aware retrieval.

A

MCP

ayhammouda/python-docs-mcp-server

Added 1 June 2026

#claude #cursor #documentation #fts5 #glama #llm #mcp #model-context-protocol

Overview

Read-only MCP server that provides access to official Python documentation. It uses a local index for fast exact symbol lookup without requiring API keys. Supports version-aware retrieval to match the correct documentation version.

Best for

Best for
Developers who need fast, offline access to official Python documentation within MCP-enabled environments

Use cases

  • Look up Python standard library symbols during development
  • Integrate official Python docs into AI coding assistants
  • Provide version-specific Python documentation in MCP-compatible tools

Notes

Read-only MCP server that provides access to official Python documentation. It uses a local index for fast exact symbol lookup without requiring API keys. Supports version-aware retrieval to match the correct documentation version.

4 stars on GitHub. Last updated 2026-06-01. Licensed MIT.

Use cases

  • Look up Python standard library symbols during development
  • Integrate official Python docs into AI coding assistants
  • Provide version-specific Python documentation in MCP-compatible tools

Pros

  • No API keys needed, completely local and private
  • Exact symbol lookup is fast and reliable
  • Version-aware retrieval avoids outdated docs

Cons

  • Limited to official Python documentation only
  • Requires local indexing which may need updates
  • Read-only, cannot add custom notes or annotations

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • No API keys needed, completely local and private
  • Exact symbol lookup is fast and reliable
  • Version-aware retrieval avoids outdated docs

Cons

  • Limited to official Python documentation only
  • Requires local indexing which may need updates
  • Read-only, cannot add custom notes or annotations

Pairs with

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