Model Context Protocol 服务、客户端、SDK、适配器与工具链。
规则推断分类 · 同一项目可属于多个分类
主榜项目至少要有两个当前有效的评分维度,且覆盖两种数据源。综合分 = 可观测采用度(45%)+动量(30%)+关注度(25%);过期或缺失信号不计分。
The official Python SDK for Model Context Protocol servers and clients
235.2M 可观测/月 24.7k ★ ▲ 65 ★/周 3/3 当前信号
🚀 The fast, Pythonic way to build MCP servers and clients.
53.7M 可观测/月 28.2k ★ ▲ 63 ★/周 3/3 当前信号
The official TypeScript SDK for Model Context Protocol servers and clients
378.1M 可观测/月 13.7k ★ ▲ 41 ★/周 3/3 当前信号
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 可观测/月 32.8k ★ ▲ 1.0k ★/周 3/3 当前信号
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 可观测/月 32.5k ★ ▲ 154 ★/周 3/3 当前信号
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 可观测/月 5.2k ★ ▲ 71 ★/周 3/3 当前信号
MCP server to provide Figma layout information to AI coding agents like Cursor
608.4k 可观测/月 16.1k ★ ▲ 53 ★/周 3/3 当前信号
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
272.5k 可观测/月 20.9k ★ ▲ 79 ★/周 3/3 当前信号
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 可观测/月 7.7k ★ ▲ 52 ★/周 3/3 当前信号
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
361.6k 可观测/月 23.2k ★ ▲ 43 ★/周 3/3 当前信号
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
4.8M 可观测/月 12.0k ★ 3/3 当前信号
Token-efficient MCP adapter for Pi coding agent
2.1M 可观测/月 1.6k ★ ▲ 25 ★/周 3/3 当前信号
Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.
135.9k 可观测/月 4.3k ★ ▲ 12 ★/周 3/3 当前信号
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 可观测/月 2.8k ★ ▲ 60 ★/周 3/3 当前信号
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 可观测/月 2.8k ★ ▲ 22 ★/周 3/3 当前信号
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
84.5k 可观测/月 1.3k ★ ▲ 16 ★/周 3/3 当前信号
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 可观测/月 3.0k ★ ▲ 28 ★/周 3/3 当前信号