Best for: MCP servers

Tools and data your agents can plug into. Ranked by AgentPick Score, our 0–100 data score.

Short answer: 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).

Ranking

#1
MCP reference servers

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
91AgentPick Score
#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.

★ 63k · released 13 Oct 2026 · 139 contributors · MIT
90AgentPick Score
#3
FastMCP

🚀 The fast, Pythonic way to build MCP servers and clients.

★ 28k · released 8 Oct 2026 · 345 contributors · Apache-2.0
88AgentPick Score
#4
Chrome DevTools MCP

Chrome DevTools for coding agents

★ 54k · released 23 Sept 2026 · 145 contributors · Apache-2.0
87AgentPick Score
#5
Codebase Memory MCP

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
87AgentPick Score
#6
Composio

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
87AgentPick Score
#7
GitHub MCP Server

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
85AgentPick Score
#8
MCP Python SDK

The official Python SDK for Model Context Protocol servers and clients

★ 25k · released 2 Oct 2026 · 206 contributors · MIT
85AgentPick Score
#9
MCP Toolbox for Databases

MCP Toolbox for Databases is an open source MCP server for databases.

★ 17k · released 8 Oct 2026 · 182 contributors · Apache-2.0
85AgentPick Score
#10
n8n-MCP

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

★ 23k · released 14 Oct 2026 · 40 contributors · MIT
84AgentPick Score
#11
AWS MCP Servers

Open source MCP Servers for AWS

★ 9.8k · released 13 Oct 2026 · 371 contributors · Apache-2.0
84AgentPick Score
#12
Serena

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

★ 30k · released 13 Oct 2026 · 248 contributors
83AgentPick Score
#13
mcp-use

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

★ 11k · released 14 Oct 2026 · 116 contributors · MIT
82AgentPick Score
#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…

★ 15k · released 4 Oct 2026 · 92 contributors · MIT
81AgentPick Score
#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 othe…

★ 11k · released 14 Oct 2026 · 53 contributors · MIT
81AgentPick Score
#16
DesktopCommanderMCP

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
81AgentPick Score
#17
xiaohongshu-mcp

MCP for xiaohongshu.com

★ 16k · released 22 Sept 2026 · 37 contributors · Apache-2.0
80AgentPick Score
#18
mobile-mcp

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
80AgentPick Score
#19
osaurus

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
80AgentPick Score
#20
repowise

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-3.0
80AgentPick Score
#21
opensquilla

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

★ 7.1k · released 12 Oct 2026 · 64 contributors · Apache-2.0
80AgentPick Score
#22
deepchat

🐬DeepChat - A smart assistant that connects powerful AI to your personal world

★ 6.4k · released 12 Oct 2026 · 99 contributors · Apache-2.0
80AgentPick Score
#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…

★ 5.9k · released 14 Oct 2026 · 156 contributors · Apache-2.0
80AgentPick Score
#24
ag2

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

★ 5k · released 11 Oct 2026 · 225 contributors · Apache-2.0
80AgentPick Score

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