Python Docs MCP Server

For AI coding agents writing Python, python-docs-mcp-server is the canonical Python stdlib oracle: exact symbols, exact sections, exact versions - offline, always free, always MIT, token-frugal. Its 6 documented tools cover docs, versions. It runs locally over stdio via the published package.

People connecting documentation tools to Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-08-24 · ★ 7 · #60 OF 183 MAINTAINED DOCUMENTATION · VERIFIED 2026-08-25

MIT · Python servers · how we verify → /methodology

01 · Install Python Docs MCP Server

before you install - you'll need

The README does not document required environment variables for a basic install.

Claude Code

claude mcp add ayhammouda-python-docs-mcp-server -- uvx python-docs-mcp-server

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "ayhammouda-python-docs-mcp-server": {
      "command": "uvx",
      "args": [
        "python-docs-mcp-server"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license MIT - declared in the repository

pypi package python-docs-mcp-server - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.ayhammouda is GitHub-verified and matches the repo owner

03 · What Python Docs MCP Server can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

What you can build

With this server connected, an agent can list all indexed Python versions with metadata, detect the user's local Python version and report whether that version has been indexed, and diff a Python stdlib symbol between two indexed versions. Returns change=added.

Capability map

Tools grouped from the project's README - what Python Docs MCP Server lets an agent do.

read & search

4 tools - e.g. Search Python stdlib docs by query. Supports symbol lookup (asyncio.TaskGroup), module search (json), and free-text search. Returns ranked hits with BM25 scorin; Retrieve a specific documentation page or…

search_docs · get_docs · lookup_package_docs · list_versions

Detect

1 tool - e.g. Detect the user's local Python version and report whether that version has been indexed.

detect_python_version

Compare

1 tool - e.g. Diff a Python stdlib symbol between two indexed versions. Returns change=added

compare_versions

Latest releases

v0.3.1 · 2026-07-05

v0.3.1 - checked-in .mcp.json project config · adopt Lost-in-the-Middle motivation + tokens-not-bytes positioning · [v0.5.0] benchmark - public token/correctness/latency harness vs docs MCPs (human-led) · bump mcp from…

v0.3.0 · 2026-05-31

scaffold autonomous-agent pipeline · refresh six-tool public surface · remove human review deadlock · add zstandard cache prerequisite · [v0.3.0] docs - write ADR-006 (Serialization) · [v0.3.0] docs - write ADR-001…

v0.2.1 · 2026-05-29

fix flaky stdio cache smoke test (EOF race) · serial Sphinx build on Python 3.14+ (forkserver pickling) · v0.2.1

04 · Who maintains Python Docs MCP Server

Python Docs MCP Server is maintained by ayhammouda. It's the only MCP server we track from this author; the repo dates to Apr 2026.

05 · Facts

repository: github.com/ayhammouda/python-docs-mcp-server
website: https://github.com/ayhammouda/python-docs-mcp-server
category: documentation - ranked #60 of 183 actively-maintained documentation servers as of 2026-08-25.
release cadence: 4 releases in the last 90 days (latest 2026-07-05)
registry: io.github.ayhammouda/python-docs-mcp-server (active, first published 2026-05-12 · 7 versions)
packages: pypi:python-docs-mcp-server

06 · Python Docs MCP Server FAQ

Is Python Docs MCP Server still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-24 and it shipped 4 releases in the last 90 days. We re-verify nightly.

What can Python Docs MCP Server do?

How do I install Python Docs MCP Server?

Run `uvx python-docs-mcp-server`. The README does not document required environment variables for a basic install. You can also paste the ready-made client config above.

Does Python Docs MCP Server run locally?

Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to Python Docs MCP Server

Alternatives to Python Docs MCP Server

Maintained documentation servers if Python Docs MCP Server isn't the fit.

Pairs well with

Servers that cover what Python Docs MCP Server doesn't - only shown when the pairing reason fits the companion.

More documentation MCP servers · Plesk Dev Docs · Beever Atlas · Docdex · Cartographer · Hexis

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