ZBS Index What actually exists in applied AI, with the source next to it

mcp server

Python Docs MCP Server

The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.

Description as published by the maintainer. Source

  • version 0.3.1
  • active

active — Most recent push to the repository was 2026-08-03.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 7 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-08-03 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 7 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 0.3.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-05 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-07-05 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

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  • Obsidian Semantic Search — last commit 2026-08-06, shares fts5, sqlite
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  • mcp-memory-rs — last commit 2026-07-18, shares fts5, sqlite
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  • io.github.dusk-network/pituitary — last commit 2026-05-20, shares documentation, sqlite
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  • Biel.ai — last commit 2026-07-22, shares documentation
    Query your product docs from AI tools. Source-cited answers from your indexed documentation.
  • ai.byteask/embedded-docs — last commit 2026-06-20, shares documentation
    Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.
  • ai.smithery/docfork-mcp — archived, last commit 2026-06-13, shares documentation
    @latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…
  • com.clauxel.a2adependencyinspector/a2adependencyinspector-mcp — last commit 2026-05-20, shares documentation
    Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, and reviewer-ready evi
  • com.clauxel.a2aidentitytoll/a2aidentitytoll-mcp — last commit 2026-05-20, shares documentation
    Remote MCP for A2A caller identity, scope policy, verdict receipts, and audit history.

These share tags the maintainers applied themselves, such as glama, fts5, sqlite, documentation. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: claude, cursor, documentation, fts5, glama, llm, mcp, model-context-protocol, python, python-docs, sqlite.

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Sources

  1. ayhammouda/python-docs-mcp-server on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.