Model Context Protocol servers, clients, SDKs, adapters, and tooling.
Rule-inferred category · a project may appear in more than one
Ranked projects have at least two current score dimensions across two source types. Score = observed adoption (45%) + momentum (30%) + attention (25%); stale or missing signals receive no weight.
The official Python SDK for Model Context Protocol servers and clients
235.2M observed/mo 24.7k ★ ▲ 65 ★/wk 3/3 current signals
🚀 The fast, Pythonic way to build MCP servers and clients.
53.7M observed/mo 28.2k ★ ▲ 63 ★/wk 3/3 current signals
The official TypeScript SDK for Model Context Protocol servers and clients
378.1M observed/mo 13.7k ★ ▲ 41 ★/wk 3/3 current signals
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
131.5k observed/mo 32.8k ★ ▲ 1.0k ★/wk 3/3 current signals
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
301.9k observed/mo 32.5k ★ ▲ 154 ★/wk 3/3 current signals
Open source device layer for AI coding agents: a CLI, MCP server, and typed Node.js API to control mobile, web, TV, and desktop apps on devices and simulators, locally or in the cloud.
2.5M observed/mo 5.2k ★ ▲ 71 ★/wk 3/3 current signals
MCP server to provide Figma layout information to AI coding agents like Cursor
608.4k observed/mo 16.1k ★ ▲ 53 ★/wk 3/3 current signals
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
272.5k observed/mo 20.9k ★ ▲ 79 ★/wk 3/3 current signals
Official Firecrawl MCP server, the context API for AI agents: search, scrape, and interact with the web, plus parse, crawl, map, Agent and Monitor, from any MCP client.
739.1k observed/mo 7.7k ★ ▲ 52 ★/wk 3/3 current signals
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
361.6k observed/mo 23.2k ★ ▲ 43 ★/wk 3/3 current signals
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
4.8M observed/mo 12.0k ★ 3/3 current signals
Token-efficient MCP adapter for Pi coding agent
2.1M observed/mo 1.6k ★ ▲ 25 ★/wk 3/3 current signals
Exa MCP for web search and web crawling!
146.1k observed/mo 5.2k ★ ▲ 41 ★/wk 3/3 current signals
Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.
135.9k observed/mo 4.3k ★ ▲ 12 ★/wk 3/3 current signals
법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations
38.5k observed/mo 2.8k ★ ▲ 60 ★/wk 3/3 current signals
Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 96.2% fewer tokens per lookup than grep-and-read on our 15-lookup benchmark. Works with Claude Code, Cursor, Codex and any MCP client.
29.4k observed/mo 2.8k ★ ▲ 22 ★/wk 3/3 current signals
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
84.5k observed/mo 1.3k ★ ▲ 16 ★/wk 3/3 current signals
AI Agent-first JS 逆向 MCP Server：有头 Chrome 调试、断点、网络/WebSocket 分析、Patchright 反检测，可选 CloakBrowser。
5.7k observed/mo 3.0k ★ ▲ 28 ★/wk 3/3 current signals