MCP Server Frameworks

Tools and frameworks for building, deploying, and managing Model Context Protocol (MCP) servers that connect AI assistants to external tools, APIs, and systems. Does NOT include MCP clients, LLM applications, or general AI agent frameworks without MCP-specific infrastructure.

There are 21 mcp server frameworks tracked. The highest-rated is Nickha124/autumn-mcp at 38/100 with 5 stars.

Get all 21 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=mcp-server-frameworks&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	Nickha124/autumn-mcp 🛠️ Create MCP servers easily with the autumn framework, supporting stdio...	38	Emerging	5	1C Enterprise
2	deswong/Openhab-MCP OpenHAB-MCP: Total command of your OpenHAB (v5+) system via the Model...	37	Emerging	3	TypeScript
3	dotnetpower/mscp Minimal Self-Consciousness Protocol	37	Emerging	2	—
4	probelabs/big-brain BigBrain MCP Server - When your AI needs a bigger brain. Intelligent context...	35	Emerging	4	JavaScript
5	EugeneAnt/mcp-server-sdlxliff Desktop Chat and MCP server for parsing, reading, and modifying SDLXLIFF...	35	Emerging	2	Python
6	kahalewai/als ALS is a production-ready, vendor-neutral security protocol designed to...	33	Emerging	2	—
7	hkopenai/hk-law-mcp-server This is an MCP server that provides access to law and security related data...	24	Experimental	1	Python
8	deflang/infura-mcp Query blockchains with plain English — instant, structured, and developer-friendly.	24	Experimental	1	TypeScript
9	taejina/acemcp 🚀 Build a powerful MCP server for code indexing and semantic search to...	24	Experimental	—	Python
10	ihatesea69/office-powerpoint-mcp-server Enterprise-Grade PowerPoint Automation Protocol for AI Assistants	22	Experimental	4	Python
11	BpointN/labor-law-mcp Provide accurate retrieval and search of Japanese labor and social insurance...	22	Experimental	—	TypeScript
12	sanjay-saravanan-p/Lucid Provide AI agents with real-time, verified knowledge by grounding responses...	22	Experimental	—	TypeScript
13	Fuwn/supermemory-mcp-local 🏠 Supermemory MCP, Rewritten From Scratch as a Minimal Local Process	21	Experimental	2	TypeScript
14	tamdilip/mcp-ollama-beeai A minimal agentic app to interact with OLLAMA models leveraging multiple MCP...	19	Experimental	5	JavaScript
15	MOK-5-ha/MayaMCP Agentic demo for an AI that can take customer orders, make recommendations,...	19	Experimental	—	Python
16	yadavnikhil17102004/MCP_Kali_Server Autonomous Model Context Protocol (MCP) bridge granting AI interfaces...	19	Experimental	—	Python
17	1sarthakbhardwaj/labellerr-mcp-server MCP Server for Labellerr SDK - Manage annotation projects, monitor progress,...	15	Experimental	—	JavaScript
18	Ryan-Clinton/ai-training-data-quality-mcp AI Training Data Quality MCP Server	14	Experimental	—	—
19	websines/codegraph-mcp CodeGraph MCP - Give persistent learning to your coding agent for a codebase...	13	Experimental	2	Rust
20	aayushdwids/curateMCP Intelligent routing for MCP tools - Core engine and API	11	Experimental	—	TypeScript
21	DONGHO5270/enterprise-mcp-infrastructure 286 verified AI tools in production-ready MCP infrastructure....	11	Experimental	—	JavaScript