"Manim - Python Library for Animations and Math Visualization" matching MCP servers:

• MCP Prompt Library

  esreekarreddy

  A

  license

  -

  quality

  D

  maintenance

  Enables AI-assisted development by providing a library of 110+ curated prompts, workflows, and coding standards, with MCP tools for prompt retrieval, composition, and multi-step workflow chains.

  Last updated 2026-01-27

  19

  MIT

• mcp-library-docs

  roznet

  A

  license

  -

  quality

  D

  maintenance

  Provides AI assistants with access to design documentation across multiple code libraries, enabling discovery of existing utilities and patterns to avoid reimplementation.

  Last updated 2026-02-27

  2

  MIT

• Prompt Library MCP Server

  hariombangari

  F

  license

  -

  quality

  D

  maintenance

  A comprehensive prompt library for frontend developers covering React, frontend best practices, and coding guidelines, accessible via MCP tools.

  Last updated 2025-09-04

• unreal-python-mcp

  self-taught-code-tokushima

  F

  license

  -

  quality

  D

  maintenance

  Enables AI coding assistants to browse Unreal Python API documentation, search classes and functions, and execute Python code in Unreal Editor.

  Last updated 2026-02-09

• Component Library MCP Server

  alex-abrams711

  F

  license

  -

  quality

  D

  maintenance

  Provides AI assistants with access to private React component library documentation, props, and code examples through type-safe TypeScript integration.

  Last updated 2025-11-04

• re-library-mcp

  Heretek-RE

  F

  license

  -

  quality

  B

  maintenance

  Enables querying a curated reverse engineering knowledge base covering techniques, anti-analysis bypass, mobile internals, and tools via MCP clients like Claude or Cursor.

  Last updated 2026-06-10

  2

• python-docs-mcp-server

  ayhammouda

  A

  license

  A

  quality

  A

  maintenance

  Python Docs MCP Server gives AI coding agents local access to the official Python standard library docs. It can look up docs by Python version, return specific sections, and keep answers compact for clients like Claude Desktop, Cursor, and Codex. It runs without API keys or a hosted service.

  Last updated 2026-08-03

  6

  7

  MIT

• mcp-esa-server-python

  scnsh

  A

  license

  A

  quality

  D

  maintenance

  A Python-based MCP server that enables users to interact with the esa.io API for documentation management. It provides tools for retrieving user information and performing full CRUD operations on articles.

  Last updated 2025-06-17

  6

  1

  MIT

• Python Dependency Manager

  KemingHe

  A

  license

  B

  quality

  F

  maintenance

  Provides up-to-date Python package manager commands by cross-referencing official pip, poetry, uv, and conda documentation with automatic weekly updates.

  Last updated 2026-02-15

  1

  41

  MIT

• mcp-for-docs

  shayonpal

  A

  license

  B

  quality

  F

  maintenance

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

  GPL 3.0

• Python Docs Server

  AnuragRai017

  A

  license

  B

  quality

  F

  maintenance

  An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.

  Last updated 2025-05-15

  1

  Apache 2.0

• Context7 MCP Python Server

  noimank

  A

  license

  -

  quality

  -

  maintenance

  Provides real-time access to code library documentation and examples through Context7 API integration, enabling AI assistants to retrieve up-to-date technical documentation, code snippets, and best practices for various programming libraries.

  Last updated 2025-06-29

  1

• MCP Server for OSCAL

  awslabs

  A

  license

  A

  quality

  C

  maintenance

  Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

  Last updated 2026-06-23

  40

  51

  Apache 2.0

• MCP Server for Up-to-Date

  AmirUpSkill

  F

  license

  A

  quality

  D

  maintenance

  Provides Large Language Models with real-time access to the latest documentation for Python libraries like Langchain, LlamaIndex, and OpenAI, enabling accurate and up-to-date code suggestions.

  Last updated 2025-05-04

  1

• Library Docs MCP Server

  vikramdse

  F

  license

  B

  quality

  C

  maintenance

  An MCP server that fetches real-time documentation for popular libraries like Langchain, Llama-Index, MCP, and OpenAI, allowing LLMs to access updated library information beyond their knowledge cut-off dates.

  Last updated 2025-03-26

  1

  3

• MCP Servers for QA and Release

  1olegshev

  F

  license

  -

  quality

  D

  maintenance

  A collection of MCP servers for Slack, Jira, Confluence, and release coordination to automate QA workflows and daily release status reporting.

  Last updated 2026-02-12

• Library Docs MCP Server

  MCP-Mirror

  F

  license

  B

  quality

  -

  maintenance

  Searches and fetches real-time documentation for libraries like Langchain, OpenAI, and Llama-Index using the Serper API. It allows LLMs to access up-to-date technical information and bypass knowledge cut-off limitations.

  Last updated 2025-06-25

  1
• 

  OpenReview Python MCP Serverofficial

  openreview

  F

  license

  -

  quality

  D

  maintenance

  Exposes the structure and documentation of the openreview-py library, enabling LLMs to discover classes, functions, and signatures for accurate code generation. It provides tools for searching the API and retrieving detailed metadata without executing code or making external API calls.

  Last updated 2026-07-28

  5

• MCP Servers in Python

  Rwanbt

  F

  license

  -

  quality

  C

  maintenance

  Exposes a small catalog of programming study topics through the Model Context Protocol (MCP) for local learning.

  Last updated 2026-07-16

• oxidize-pdf

  bzsanti

  A

  license

  A

  quality

  A

  maintenance

  Rust-powered PDF toolkit over MCP: create, read, and analyze PDFs; extract text and entities for RAG; convert to Markdown; split/merge/rotate/reorder pages; manage form fields and annotations; encrypt documents. Runs locally via uvx oxidize-mcp.

  Last updated 2026-08-04

  12

  4

  MIT