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2026 年最佳Python 开发者 MCP 服务器

以下是 30 个最受欢迎的Python 开发者开源 MCP 服务器，按 GitHub 星标数排序。每个条目都链接到详情页，包含仓库信息、安装配置（如 README 中提供）以及相关服务器。

  1. TrendRadar ★62913 – ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与
  2. serena ★30271 – A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
  3. gpt-researcher ★30100 – An autonomous agent that conducts deep research on any data using any LLM providers
  4. python-sdk ★24576 – The official Python SDK for Model Context Protocol servers and clients
  5. FunASR ★20697 – Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pip
  6. Douyin_TikTok_Download_API ★20643 – 🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video do
  7. Auto-claude-code-research-in-sleep ★17497 – ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops
  8. mcp-for-beginners ★17444 – This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-langua
  9. docker-android ★15973 – Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
  10. ida-pro-mcp ★12870 – AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
  11. hexstrike-ai ★12793 – HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+
  12. fastapi_mcp ★12021 – Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
  13. mcp ★9781 – Open source MCP Servers for AWS
  14. lamda ★8607 – Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MIT
  15. semble ★6209 – Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
  16. klavis ★5811 – Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
  17. ghidra-mcp ★5626 – Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading,
  18. FinanceToolkit ★5429 – Transparent and Efficient Financial Analysis
  19. zotero-mcp ★5397 – Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to
  20. code-graph-rag ★5258 – The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowle
  21. tradingview-mcp ★5060 – TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor
  22. mcpo ★4401 – A simple, secure MCP-to-OpenAPI proxy server
  23. excel-mcp-server ★4241 – Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formu
  24. fast-agent ★3936 – Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support
  25. linkedin-mcp-server ★3875 – Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, an
  26. hyperresearch ★3856 – Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research
  27. pipeshub-ai ★3833 – The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Micros
  28. davinci-resolve-mcp ★3550 – MCP server integration for DaVinci Resolve Studio
  29. py-xiaozhi ★3511 – Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice in
  30. google_workspace_mcp ★3339 – Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google

常见问题

什么是Python 开发者 MCP 服务器？

MCP（Model Context Protocol）服务器用于把 Claude、Cursor、VS Code 中的 GitHub Copilot 等 AI 助手连接到外部工具和数据。本页收录的服务器专注于Python 开发者。

这个榜单如何排序？

依据 GitHub 星标数和近期活跃度，数据来自 2026年10月15日 更新的公开仓库信息。

如何安装？

大多数服务器只需在客户端的 MCP 配置文件中添加一条 npx、uvx 或 Docker 命令。我们的 Claude Desktop、Cursor 和 VS Code 指南会一步步说明。

相关指南

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