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 fast, Pythonic way to build MCP servers and clients.
53.7M observed/mo 28.2k ★ ▲ 68 ★/wk 3/3 current signals
The official Python SDK for Model Context Protocol servers and clients
235.2M observed/mo 24.7k ★ ▲ 52 ★/wk 3/3 current signals
The official TypeScript SDK for Model Context Protocol servers and clients
185.7M observed/mo 13.7k ★ ▲ 42 ★/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.
154.3k observed/mo 32.3k ★ ▲ 1.5k ★/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 32.4k ★ ▲ 131 ★/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 20.8k ★ ▲ 68 ★/wk 3/3 current signals
Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.
543.5k observed/mo 5.1k ★ ▲ 76 ★/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.
649.4k observed/mo 7.7k ★ ▲ 52 ★/wk 3/3 current signals
MCP server to provide Figma layout information to AI coding agents like Cursor
360.3k observed/mo 16.1k ★ ▲ 62 ★/wk 3/3 current signals
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
363.9k observed/mo 23.1k ★ ▲ 36 ★/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
Exa MCP for web search and web crawling!
89.8k observed/mo 5.2k ★ ▲ 31 ★/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 ★ ▲ 16 ★/wk 3/3 current signals
Token-efficient MCP adapter for Pi coding agent
93.6k observed/mo 1.6k ★ ▲ 19 ★/wk 3/3 current signals
Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Tree-sitter powered, ~95% fewer tokens per lookup. Works with Claude Code, Cursor, Codex & any MCP client. 1.3T+ tokens saved.
29.4k observed/mo 2.8k ★ ▲ 25 ★/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。
28.2k observed/mo 3.0k ★ ▲ 22 ★/wk 3/3 current signals
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
94.2k observed/mo 1.3k ★ ▲ 14 ★/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
20.2k observed/mo 2.8k ★ ▲ 47 ★/wk 3/3 current signals