The top Model Context Protocol servers, numbered by AgentPick Score, each with its source. Ranked by AgentPick Score, our 0–100 data score. Last updated 15 Oct 2026.
The Model Context Protocol project's reference servers (such as everything, filesystem and memory) reached 1.0.0 and were publishe…
★ 91k · released 11 Oct 2026 · 941 contributors · NOASSERTION
Upstash's Context7 serves up-to-date code documentation to LLMs and AI code editors. 4.4.1 ships as an MCP Bundle.
★ 63k · released 13 Oct 2026 · 139 contributors · MIT
🚀 The fast, Pythonic way to build MCP servers and clients.
★ 28k · released 8 Oct 2026 · 345 contributors · Apache-2.0
Chrome DevTools for coding agents
★ 54k · released 23 Sept 2026 · 145 contributors · Apache-2.0
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds.…
★ 47k · released 15 Sept 2026 · 210 contributors · MIT
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI ag…
★ 31k · released 14 Oct 2026 · 123 contributors · MIT
GitHub's official MCP server. 2.0.2 is a bug-fix release that restores typed tool HTTP header validation.
★ 34k · released 8 Oct 2026 · 179 contributors · MIT
The official Python SDK for Model Context Protocol servers and clients
★ 25k · released 2 Oct 2026 · 206 contributors · MIT
MCP Toolbox for Databases is an open source MCP server for databases.
★ 17k · released 8 Oct 2026 · 182 contributors · Apache-2.0
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
★ 23k · released 14 Oct 2026 · 40 contributors · MIT
Open source MCP Servers for AWS
★ 9.8k · released 13 Oct 2026 · 371 contributors · Apache-2.0
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
★ 30k · released 13 Oct 2026 · 248 contributors
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
★ 11k · released 14 Oct 2026 · 116 contributors · MIT
Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit…
★ 15k · released 4 Oct 2026 · 92 contributors · MIT
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any othe…
★ 11k · released 14 Oct 2026 · 53 contributors · MIT
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
★ 10k · released 13 Oct 2026 · 42 contributors · MIT
MCP for xiaohongshu.com
★ 16k · released 22 Sept 2026 · 37 contributors · Apache-2.0
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
★ 9.3k · released 14 Oct 2026 · 42 contributors · Apache-2.0
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity.…
★ 8k · released 14 Oct 2026 · 44 contributors · MIT
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architec…
★ 7.7k · released 12 Oct 2026 · 144 contributors · AGPL-3.0Context7 MCP 4.4.1Verdict: Useful for cutting hallucinated APIs in coding agents, since it feeds current docs into context. Bundle packaging makes installation simpler.
Test notes: The verdict is based on the linked public sources only.
Pricing: Free tier; paid plans
MCP reference servers 1.0.0Verdict: The 1.0.0 mark is a good signal for teams that held off on the reference servers. Start with filesystem and memory.
Test notes: The verdict is based on the linked public sources only.
Pricing: Open source
GitHub MCP Server 2.0.2Verdict: The default way to give agents GitHub access. This patch matters if you call it over HTTP.
Test notes: The verdict is based on the linked public sources only.
Pricing: Open source
Our top pick: MCP reference servers, because it leads MCP servers on AgentPick Score (91/100) with 91k GitHub stars, a release on 11 Oct 2026 and 941 contributors. Runners-up: Context7 MCP (90) and FastMCP (88).
Every tool gets an AgentPick Score from 0 to 100, computed from public data: GitHub stars, how recently it was committed to and released, release cadence, contributors, license openness and docs presence. Tools we've also run ourselves carry a Hands-on tested badge. Rankings can't be bought.
The week's new agent tools with a verdict on each, every week. Free. We'll email you a link to confirm, and you can unsubscribe any time. See our Privacy Policy.