Is io.github.ayhammouda/python-docs-mcp-server safe to use?

io.github.ayhammouda/python-docs-mcp-server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.github.ayhammouda/python-docs-mcp-server?

io.github.ayhammouda/python-docs-mcp-server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can io.github.ayhammouda/python-docs-mcp-server do?

io.github.ayhammouda/python-docs-mcp-server provides 10 tools: uvx, pipx, lookup_package_docs, Install, Cursor and 5 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.github.ayhammouda/python-docs-mcp-server?

io.github.ayhammouda/python-docs-mcp-server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is io.github.ayhammouda/python-docs-mcp-server actively maintained?

io.github.ayhammouda/python-docs-mcp-server is actively maintained — last commit was 0 days ago. It has 4 GitHub stars.

io.github.ayhammouda/python-docs-mcp-server

python-docs-mcp-server

Local, read-only MCP retrieval over official Python standard library docs.

4 10 tools GitHub PyPI

No known CVEs

No license

Actively maintained

Last commit 0d ago

Works with most clients

Transport: stdio, sse, http

10 tools · ~258 tok

Grade A · 0.1% of 200K ctx

Edit this pageView history

Other

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

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

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-ayhammouda-python-docs-mcp-server)](https://mcppedia.org/s/io-github-ayhammouda-python-docs-mcp-server)

Read me

What io.github.ayhammouda/python-docs-mcp-server does

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.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'python-docs-mcp-server' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

87/100across 5 weighted dimensions

How we score →

0255075100

−13

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked python-docs-mcp-server against OSV.dev.

Inventory

Tools (10)

Click any tool to inspect its schema.

~258 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.ayhammouda/python-docs-mcp-server safe to use?: io.github.ayhammouda/python-docs-mcp-server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.ayhammouda/python-docs-mcp-server?: io.github.ayhammouda/python-docs-mcp-server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.ayhammouda/python-docs-mcp-server do?: io.github.ayhammouda/python-docs-mcp-server provides 10 tools: uvx, pipx, lookup_package_docs, Install, Cursor and 5 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.ayhammouda/python-docs-mcp-server?: io.github.ayhammouda/python-docs-mcp-server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.ayhammouda/python-docs-mcp-server actively maintained?: io.github.ayhammouda/python-docs-mcp-server is actively maintained — last commit was 0 days ago. It has 4 GitHub stars.

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Edit this pageView history

Other

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

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

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-ayhammouda-python-docs-mcp-server)](https://mcppedia.org/s/io-github-ayhammouda-python-docs-mcp-server)

Read me

What io.github.ayhammouda/python-docs-mcp-server does

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.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'python-docs-mcp-server' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

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.

Built for the moment your agent needs asyncio.TaskGroup signatures, pathlib.Path semantics, or what changed in 3.12 — not a web fetch, not a hosted API, not a vector store hallucinating section anchors. Just an indexed slice of docs.python.org, returned by symbol or by query, scoped to the version you actually ship on.

Why this exists

There is a difference between long context and usable context. Research like the Lost in the Middle study (Liu et al., 2023) found that models struggle to use relevant information buried in the middle of a long input. Pasting an entire documentation page into the model invites that failure. Returning the exact symbol, section, and version keeps the answer in a short, high-signal context instead.

Generic docs retrieval is a rough fit for Python stdlib questions:

asyncio.TaskGroup should resolve to the actual symbol, not a fuzzy page hit
Python version matters (3.12 and 3.13 do not always say the same thing)
fetching a whole page burns tokens when one section answers the question
the official docs are canonical, but they do not ship as an MCP server

This server indexes the official docs locally and exposes a small set of MCP tools for lookup and section retrieval.

Why use it

no API keys to manage
queries run against a local index, not a hosted docs API
results come from the official Python docs
the server is read-only at runtime
fewer dependencies to review in strict environments

What you get

symbol lookup through Python objects.inv
page and section retrieval with truncation and pagination
a local SQLite + FTS5 index; no runtime web scraping
results for each Python version you index
six read-only MCP tools

Quick example

Prompt

What does asyncio.TaskGroup do in Python 3.13?

Typical flow

search_docs("asyncio.TaskGroup", kind="symbol", version="3.13")
Call get_docs(...) using the slug and anchor returned by the best hit

Result

The model gets the matching symbol and the relevant docs section, not a full-page dump.

30-second demo

Ask your MCP client:

In Python 3.13, how should I use `asynci

... View full README on GitHub

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

87/100across 5 weighted dimensions

How we score →

0255075100

−13

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked python-docs-mcp-server against OSV.dev.

Inventory

Tools (10)

Click any tool to inspect its schema.

~258 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.ayhammouda/python-docs-mcp-server safe to use?: io.github.ayhammouda/python-docs-mcp-server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.ayhammouda/python-docs-mcp-server?: io.github.ayhammouda/python-docs-mcp-server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.ayhammouda/python-docs-mcp-server do?: io.github.ayhammouda/python-docs-mcp-server provides 10 tools: uvx, pipx, lookup_package_docs, Install, Cursor and 5 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.ayhammouda/python-docs-mcp-server?: io.github.ayhammouda/python-docs-mcp-server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.ayhammouda/python-docs-mcp-server actively maintained?: io.github.ayhammouda/python-docs-mcp-server is actively maintained — last commit was 0 days ago. It has 4 GitHub stars.

Similar servers

Others in other

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Pi Lean Ctx95

Pi Coding Agent extension (CLI-first) — routes bash/read/grep/find/ls through lean-ctx CLI for strong token savings. Optional MCP bridge can register advanced tools.

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Headroom95

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

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io.github.asklokesh/loki-mode94

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997 8

MCP Security Weekly

Get CVE alerts and security updates for io.github.ayhammouda/python-docs-mcp-server and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?