GitHub repo leaderboard by stars, growth rate and activity.

• PrefectHQ

  #1PrefectHQ/fastmcp

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

  Python27,605 starslast pushed 10 hours ago
• Portkey-AI

  #2Portkey-AI/gateway

  A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

  TypeScript12,961 starslast pushed 4 months ago
• tadata-org

  #3tadata-org/fastapi_mcp

  Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

  Python12,004 starslast pushed 10 months ago
• mcp-use

  #4mcp-use/mcp-use

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

  TypeScript10,600 starslast pushed 6 hours ago
• awslabs

  #5awslabs/mcp

  Open source MCP Servers for AWS

  Python9,681 starslast pushed 5 hours ago
• yzfly

  #6yzfly/Awesome-MCP-ZH

  MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

  —7,642 starslast pushed 4 days ago
• modelcontextprotocol

  #7modelcontextprotocol/registry

  A community driven registry service for Model Context Protocol (MCP) servers.

  Go7,235 starslast pushed Yesterday
• archestra-ai

  #8archestra-ai/archestra

  Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

  TypeScript4,268 starslast pushed 32 minutes ago
• metatool-ai

  #9metatool-ai/metamcp

  MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

  TypeScript2,652 starslast pushed 3 months ago
• nitrocloudofficial

  #10nitrocloudofficial/nitrostack

  The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

  TypeScript2,495 starslast pushed 4 days ago

#	Repo	Language	Stars	30-day trend	Last updated
1	PrefectHQ PrefectHQ/fastmcp 🚀 The fast, Pythonic way to build MCP servers and clients.	Python	27,605		last pushed 10 hours ago
2	Portkey-AI Portkey-AI/gateway A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.	TypeScript	12,961		last pushed 4 months ago
3	tadata-org tadata-org/fastapi_mcp Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!	Python	12,004		last pushed 10 months ago
4	mcp-use mcp-use/mcp-use The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.	TypeScript	10,600		last pushed 6 hours ago
5	awslabs awslabs/mcp Open source MCP Servers for AWS	Python	9,681		last pushed 5 hours ago
6	yzfly yzfly/Awesome-MCP-ZH MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients	—	7,642		last pushed 4 days ago
7	modelcontextprotocol modelcontextprotocol/registry A community driven registry service for Model Context Protocol (MCP) servers.	Go	7,235		last pushed Yesterday
8	archestra-ai archestra-ai/archestra Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator	TypeScript	4,268		last pushed 32 minutes ago
9	metatool-ai metatool-ai/metamcp MCP Aggregator, Orchestrator, Middleware, Gateway in one docker	TypeScript	2,652		last pushed 3 months ago
10	nitrocloudofficial nitrocloudofficial/nitrostack The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.	TypeScript	2,495		last pushed 4 days ago

All · 11,658