MCP servers: full ranking
Every tool numbered by AgentPick Score (0–100), our data score from public GitHub activity.
| # | Tool | What it does | Score | Stars | Updated |
|---|---|---|---|---|---|
| #1 | MCP reference servers | The Model Context Protocol project's reference servers (such as everything, filesystem and memory) reached 1.0.0 and were published to npm. | 91 | ★ 91k | 13 Oct 2026 |
| #2 | Context7 MCP | Upstash's Context7 serves up-to-date code documentation to LLMs and AI code editors. 4.4.1 ships as an MCP Bundle. | 90 | ★ 63k | 14 Oct 2026 |
| #3 | FastMCP | 🚀 The fast, Pythonic way to build MCP servers and clients. | 88 | ★ 28k | 14 Oct 2026 |
| #4 | Chrome DevTools MCP | Chrome DevTools for coding agents | 87 | ★ 54k | 14 Oct 2026 |
| #5 | Codebase Memory MCP | High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 langu… | 87 | ★ 47k | 14 Oct 2026 |
| #6 | Composio | Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that … | 87 | ★ 31k | 14 Oct 2026 |
| #7 | GitHub MCP Server | GitHub's official MCP server. 2.0.2 is a bug-fix release that restores typed tool HTTP header validation. | 85 | ★ 34k | 14 Oct 2026 |
| #8 | MCP Python SDK | The official Python SDK for Model Context Protocol servers and clients | 85 | ★ 25k | 13 Oct 2026 |
| #9 | MCP Toolbox for Databases | MCP Toolbox for Databases is an open source MCP server for databases. | 85 | ★ 17k | 14 Oct 2026 |
| #10 | n8n-MCP | A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you | 84 | ★ 23k | 14 Oct 2026 |
| #11 | AWS MCP Servers | Open source MCP Servers for AWS | 84 | ★ 9.8k | 14 Oct 2026 |
| #12 | Serena | A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent | 83 | ★ 30k | 14 Oct 2026 |
| #13 | mcp-use | The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents. | 82 | ★ 11k | 14 Oct 2026 |
| #14 | unity-mcp | Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, … | 81 | ★ 15k | 8 Oct 2026 |
| #15 | apify-mcp-server | The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website … | 81 | ★ 11k | 14 Oct 2026 |
| #16 | DesktopCommanderMCP | This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities | 81 | ★ 10k | 14 Oct 2026 |
| #17 | xiaohongshu-mcp | MCP for xiaohongshu.com | 80 | ★ 16k | 12 Oct 2026 |
| #18 | mobile-mcp | Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices) | 80 | ★ 9.3k | 14 Oct 2026 |
| #19 | osaurus | Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in … | 80 | ★ 8k | 14 Oct 2026 |
| #20 | repowise | Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural deci… | 80 | ★ 7.7k | 14 Oct 2026 |
| #21 | opensquilla | OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density | 80 | ★ 7.1k | 14 Oct 2026 |
| #22 | deepchat | 🐬DeepChat - A smart assistant that connects powerful AI to your personal world | 80 | ★ 6.4k | 13 Oct 2026 |
| #23 | lemonade | Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://… | 80 | ★ 5.9k | 14 Oct 2026 |
| #24 | ag2 | AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x | 80 | ★ 5k | 14 Oct 2026 |
| #25 | drawio-skill | Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested dra… | 79 | ★ 10k | 11 Oct 2026 |
| #26 | jscpd | Copy/paste detector for source code. 220+ languages, Rust engine, SARIF/HTML/badge reporters, GitHub Action, MCP server for AI agents. | 79 | ★ 6.4k | 14 Oct 2026 |
| #27 | nexent | Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, … | 79 | ★ 5.9k | 14 Oct 2026 |
| #28 | tabularis | Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redi… | 79 | ★ 5.2k | 14 Oct 2026 |
| #29 | kagent | Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord | 79 | ★ 4k | 14 Oct 2026 |
| #30 | nginx-ui | Yet another WebUI for Nginx | 78 | ★ 12k | 14 Oct 2026 |
| #31 | inspector | Visual testing tool for MCP servers | 78 | ★ 11k | 14 Oct 2026 |
| #32 | tyk | Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol) | 78 | ★ 11k | 14 Oct 2026 |
| #33 | Trail-Code | Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas… | 78 | ★ 10k | 14 Oct 2026 |
| #34 | agentgateway | Next Generation Agentic Proxy for AI Agents and MCP servers | 78 | ★ 5.3k | 14 Oct 2026 |
| #35 | Peekaboo | Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with opti… | 78 | ★ 5.3k | 14 Oct 2026 |
| #36 | code-graph-rag | The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs | 78 | ★ 5.3k | 14 Oct 2026 |
| #37 | mcporter | Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli. | 78 | ★ 5.1k | 11 Oct 2026 |
| #38 | fallow | Codebase intelligence for TypeScript and JavaScript. Health, complexity hotspots, duplication, architecture boundaries, circular dependencie… | 78 | ★ 5.1k | 14 Oct 2026 |
| #39 | agent-device | Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, ma… | 78 | ★ 5k | 14 Oct 2026 |
| #40 | nono | agent runtime security - zero trust, zero setup, zero latency agent sandbox | 78 | ★ 4.5k | 14 Oct 2026 |
| #41 | fast-agent | Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support | 78 | ★ 3.9k | 14 Oct 2026 |
| #42 | atmosphere | Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming… | 78 | ★ 3.8k | 14 Oct 2026 |
| #43 | google_workspace_mcp | Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server… | 78 | ★ 3.3k | 9 Oct 2026 |
| #44 | Skill_Seekers | Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection | 77 | ★ 15k | 30 Sept 2026 |
| #45 | typescript-sdk | The official TypeScript SDK for Model Context Protocol servers and clients | 77 | ★ 14k | 14 Oct 2026 |
| #46 | Windows-MCP | MCP Server for Computer Use in Windows | 77 | ★ 9k | 14 Oct 2026 |
| #47 | waha | WAHA - WhatsApp HTTP API (REST API) that you can configure in a click! Multiple engines: WEBJS (browser based), NOWEB (websocket nodejs), GO… | 77 | ★ 7.6k | 14 Oct 2026 |
| #48 | unstract | LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows | 77 | ★ 7.3k | 14 Oct 2026 |
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