Best MCP servers for Python developers (2026)

These are the 30 most popular open-source MCP servers for Python developers, ranked by GitHub stars. Each one links to a page with repository details, install configs where available, and related servers.

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
serena ★30271 – A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
gpt-researcher ★30100 – An autonomous agent that conducts deep research on any data using any LLM providers
python-sdk ★24576 – The official Python SDK for Model Context Protocol servers and clients
FunASR ★20697 – Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pip
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
Auto-claude-code-research-in-sleep ★17497 – ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops
mcp-for-beginners ★17444 – This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-langua
docker-android ★15973 – Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
ida-pro-mcp ★12870 – AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
hexstrike-ai ★12793 – HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+
fastapi_mcp ★12021 – Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
mcp ★9781 – Open source MCP Servers for AWS
lamda ★8607 – Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MIT
semble ★6209 – Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
klavis ★5811 – Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
ghidra-mcp ★5626 – Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading,
FinanceToolkit ★5429 – Transparent and Efficient Financial Analysis
zotero-mcp ★5397 – Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to
code-graph-rag ★5258 – The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowle
tradingview-mcp ★5060 – TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor
mcpo ★4401 – A simple, secure MCP-to-OpenAPI proxy server
excel-mcp-server ★4241 – Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formu
fast-agent ★3936 – Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support
linkedin-mcp-server ★3875 – Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, an
hyperresearch ★3856 – Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research
pipeshub-ai ★3833 – The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Micros
davinci-resolve-mcp ★3550 – MCP server integration for DaVinci Resolve Studio
py-xiaozhi ★3511 – Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice in
google_workspace_mcp ★3339 – Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google

Frequently asked questions

What is an MCP server for Python developers?

An MCP (Model Context Protocol) server connects AI assistants such as Claude, Cursor or GitHub Copilot in VS Code to external tools and data. The servers on this page are focused on Python developers.

How is this list ranked?

By GitHub stars and recent activity, using public repository data refreshed on October 15, 2026.

How do I install one?

Most servers are added to your client’s MCP config file as an npx, uvx or Docker command. Our install guides for Claude Desktop, Cursor and VS Code walk through it step by step.

Related guides

Weekly MCP digest – new and trending MCP servers in your inbox.