A local lookup service for the official Python standard-library documentation, which describes Python’s built-in modules and functions. It lets coding agents consult exact symbols and sections for Python versions.

Use it to check built-in Python modules, functions, classes, and symbols while writing or reviewing code.

It reduces uncertainty when an agent needs a precise Python reference. The supplied setup runs it locally through the python-docs-mcp-server package.

python-docs — MCP server by ayhammouda

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods

npx agentmods add mcp/ayhammouda/python-docs-mcp-server/python-docs

Clone the repo

git clone --depth 1 https://github.com/ayhammouda/python-docs-mcp-server

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

python-docs scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.mcp.json · 9 lines

What it actually says

{
  "python-docs": {
    "type": "stdio",
    "command": "uvx",
    "args": [
      "python-docs-mcp-server"
    ]
  }
}

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

yesterday First seen · 9 lines scan A 97719cebaf4e

Subscribe to this mod's changes

python-docs is an MCP server published in the GitHub repository ayhammouda/python-docs-mcp-server (7 stars, last pushed 8d ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Data and AI LLM Languages Writing and docs claude cursor documentation fts5 mcp

markdown

Markdown MCP — search, extract sections, list headings, find code blocks. Runs locally from the mcp-server-markdown npm package.

ofershap/mcp-server-markdown · not measured

lema

MCP server that gives your coding agent the recorded why behind decisions — and what was already ruled out — cited. Check React, Rust, and Kubernetes out of the box, or capture and enforce never-reopen on your own repo. Local, no account. Runs locally from the lema-mcp npm package. Needs 2 environment variables to run.

lemahq/lema-mcp · not measured

python-docs

Getting it into your agent

Grade A, and why

Nothing flagged

What it actually says

What this file has done since we first saw it

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