Offline, token-efficient Python stdlib lookup for AI coding agents. Indexes official docs.python.org content locally, exposes six MCP tools including symbol search (get the exact asyncio.TaskGroup entry, not a full page), section retrieval with truncation, and version-scoped queries across 3.10 through 3.14. Built on SQLite FTS5 and Python's objects.inv inventory files. No API keys, no web scraping at runtime, no vector store hallucinations about section anchors. When your agent needs pathlib.Path semantics or what changed in 3.12, this returns the canonical answer in minimal context instead of dumping an entire docs page into the prompt window.
claude mcp add --transport stdio ayhammouda-python-docs-mcp-server uvx python-docs-mcp-server