Data / Repositories / MCP tools / Python
Python MCP tools repositories on GitHub: 17 ranked by stars
17 public Python repositories tagged MCP tools are on GitHub, with 70,656 stars between them; 10 had a push in the last 30 days. The most starred: PrefectHQ/fastmcp (28,071), 0x4m4/hexstrike-ai (12,786), awslabs/mcp (9,779).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| PrefectHQ/fastmcp | The fast, Pythonic way to build MCP servers and clients. | 28,071 | 2,473 | Apache-2.0 | Oct 14 | Oct 14 |
| 0x4m4/hexstrike-ai | HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting… | 12,786 | 2,612 | MIT | Aug 3 | Oct 14 |
| awslabs/mcp | Open source MCP Servers for AWS | 9,779 | 1,806 | Apache-2.0 | Oct 14 | Oct 14 |
| atilaahmettaner/tradingview-mcp | TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across… | 5,057 | 1,000 | MIT | Oct 14 | Oct 14 |
| zebbern/claude-code-guide | Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user! | 4,661 | 470 | MIT | Oct 10 | Oct 14 |
| GH05TCREW/pentestagent | PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows. | 3,180 | 629 | MIT | Oct 12 | Oct 14 |
| feder-cr/invisible_playwright_mcp | Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use. | 2,752 | 447 | MIT | Oct 13 | Oct 15 |
| MiniMax-AI/MiniMax-MCP | Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs. | 1,585 | 287 | MIT | Aug 20 | Oct 14 |
| ArcadeAI/arcade-mcp | MCP Server Framework and Tool Development library for building custom capabilities into agents. | 1,051 | 120 | MIT | Oct 14 | Oct 14 |
| jonigl/mcp-client-for-ollama | Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching… | 830 | 126 | MIT | Oct 13 | Oct 14 |
| drfccv/mcp-server-12306 | 12306 MCP Server 是一个基于 Model Context Protocol (MCP) 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。 | 409 | 59 | MIT | Sep 30 | Oct 14 |
| jbeno/cursor-notebook-mcp | Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files | 161 | 17 | Nov 8, 2025 | Oct 14 | |
| MiniMax-AI/MiniMax-Coding-Plan-MCP | Specialized MiniMax Model Context Protocol (MCP) server designed for coding-plan users, featuring AI-powered search and vision analysis APIs optimized for code development… | 101 | 31 | MIT | Aug 20 | Oct 14 |
| ComPDFKit/compdf-mcp | A lightweight MCP (Model Context Protocol) server for integrating ComPDF AI with Claude Desktop, enabling AI-powered intelligent document processing and data extraction from PDFs… | 97 | 8 | Apache-2.0 | Aug 6 | Oct 14 |
| jztan/redmine-mcp-server | MCP server connecting AI assistants to Redmine: issues, projects, wikis, time tracking, agile boards, and CRM, with OAuth2 multi-user support | 84 | 39 | MIT | Oct 14 | Oct 14 |
| PixVerseAI/PixVerse-MCP | Official PixVerse Model Context Protocol (MCP) server that enables interaction with powerful AI video generation APIs. | 52 | 14 | MIT | Oct 22, 2025 | Oct 14 |
| Jethva-Parthiv/my-github-mcp-server | A production-ready Model Context Protocol (MCP) server built in Python using FastMCP, exposing granular GitHub Pull Request and repository operations as AI-executable tools. | 0 | 0 | Sep 7 | Oct 14 |
Other languages
- TypeScript 17
- Go 5
- Rust 3
Related topics
- MCP server 43
- MCP 41
- Model Context Protocol 22
- AI 12
- Claude 11
- Claude Code 11
- MCP client 11
- AI agents 9
- LLM 7
- MCP clients 6
- Cursor 6
- Agent skills 5
Read from GitHub by SpecStream between October 14, 2026 and October 15, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.