Playwright
⭐ 32911
浏览器
浏览器自动化：打开网页、点击、填表、截图、爬取。微软官方出品，31k Stars
GitHub
{"mcpServers":{"playwright":{"command":"npx","args":["@playwright/mcp@latest"]}}}
GitHub
⭐ 30105
开发工具
GitHub 官方 MCP：创建 PR、管理 Issue、搜索代码、提交文件
GitHub
{"mcpServers":{"github":{"command":"npx","args":["@github/github-mcp-server"],"env":{"GITHUB_TOKEN":"ghp_xxx"}}}}
Brave Search
⭐ 1064
搜索
Brave 官方搜索 MCP：隐私优先的互联网搜索
GitHub
{"mcpServers":{"brave":{"command":"npx","args":["@anthropic/mcp-server-brave-search"],"env":{"BRAVE_API_KEY":"xxx"}}}}
Filesystem
文件系统
文件系统访问：读写文件、创建目录、搜索文件、编辑文本
GitHub
{"mcpServers":{"fs":{"command":"npx","args":["@anthropic/mcp-server-filesystem","/allowed/path"]}}}
Memory
生产力
持久化记忆：跨会话知识图谱存储，自动检索相关信息
GitHub
{"mcpServers":{"memory":{"command":"npx","args":["@anthropic/mcp-server-memory"]}}}
PostgreSQL
数据库
PostgreSQL 数据库：查询、分析表结构、执行 SQL
GitHub
{"mcpServers":{"pg":{"command":"npx","args":["@anthropic/mcp-server-postgres","postgres://..."]}}}
SQLite
数据库
SQLite 数据库：轻量级本地数据库查询和管理
GitHub
{"mcpServers":{"sqlite":{"command":"npx","args":["@anthropic/mcp-server-sqlite","./data.db"]}}}
Puppeteer
浏览器
Chrome 自动化：截图、PDF生成、网页交互测试、表单填写
GitHub
{"mcpServers":{"puppeteer":{"command":"npx","args":["@anthropic/mcp-server-puppeteer"]}}}
Sequential Thinking
AI模型
结构化思考：分步推理复杂问题，思维链增强
GitHub
{"mcpServers":{"think":{"command":"npx","args":["@anthropic/mcp-server-sequential-thinking"]}}}
Slack
通信
Slack 集成：发消息、读频道、搜索历史、管理用户
GitHub
{"mcpServers":{"slack":{"command":"npx","args":["@anthropic/mcp-server-slack"],"env":{"SLACK_TOKEN":"xoxb-xxx"}}}}
Fetch
搜索
HTTP 请求工具：抓取网页、调用 API、下载资源
GitHub
{"mcpServers":{"fetch":{"command":"npx","args":["@anthropic/mcp-server-fetch"]}}}
Google Drive
生产力
Google Drive 集成：搜索、读取、管理云端文档
GitHub
{"mcpServers":{"gdrive":{"command":"npx","args":["@anthropic/mcp-server-gdrive"]}}}
Git
开发工具
Git 操作：查看 diff、log、blame，管理分支和提交
GitHub
{"mcpServers":{"git":{"command":"npx","args":["@anthropic/mcp-server-git","--repository","/path/to/repo"]}}}
Notion
生产力
Notion 集成：读写页面、查询数据库、管理工作区
GitHub
{"mcpServers":{"notion":{"command":"npx","args":["@anthropic/mcp-server-notion"],"env":{"NOTION_TOKEN":"ntn_xxx"}}}}
Docker
开发工具
Docker 管理：列出容器、查看日志、执行命令、管理镜像
GitHub
{"mcpServers":{"docker":{"command":"npx","args":["@anthropic/mcp-server-docker"]}}}
Linear
生产力
Linear 项目管理：创建 Issue、更新状态、查看 Sprint
GitHub
{"mcpServers":{"linear":{"command":"npx","args":["@anthropic/mcp-server-linear"],"env":{"LINEAR_API_KEY":"lin_xxx"}}}}
Sentry
开发工具
Sentry 错误监控：查看异常、分析堆栈、追踪问题
GitHub
{"mcpServers":{"sentry":{"command":"npx","args":["@anthropic/mcp-server-sentry"],"env":{"SENTRY_TOKEN":"xxx"}}}}
Cloudflare
开发工具
Cloudflare 管理：DNS、Workers、KV、R2、D1 操作
GitHub
{"mcpServers":{"cf":{"command":"npx","args":["@anthropic/mcp-server-cloudflare"],"env":{"CF_API_TOKEN":"xxx"}}}}
Exa Search
⭐ 4470
搜索
AI 语义搜索引擎：为 AI 特化的智能内容发现引擎
GitHub
{"mcpServers":{"exa":{"command":"npx","args":["exa-mcp-server"],"env":{"EXA_API_KEY":"xxx"}}}}
Obsidian
生产力
Obsidian 笔记集成：搜索、读写 Markdown 笔记和知识库
GitHub
{"mcpServers":{"obsidian":{"command":"npx","args":["@anthropic/mcp-server-obsidian","/path/to/vault"]}}}
Desktop Commander
⭐ 6068
开发工具
桌面指挥官：终端命令、文件管理、代码编辑、进程管理
GitHub
{"mcpServers":{"desktop":{"command":"npx","args":["@wonderwhy-er/desktop-commander"]}}}
Grafana MCP
⭐ 3043
监控
Grafana 官方 MCP：查询仪表盘、告警、Prometheus 指标
GitHub
{"mcpServers":{"grafana":{"command":"npx","args":["@grafana/mcp-grafana"],"env":{"GRAFANA_URL":"xxx"}}}}
Kubernetes MCP
⭐ 1396
云平台
K8s 集群管理：部署、扩缩、查日志，kubectl 的 AI 版
GitHub
{"mcpServers":{"k8s":{"command":"npx","args":["mcp-server-kubernetes"]}}}
Figma MCP
⭐ 14843
设计
Figma 设计稿给 AI：读取设计、提取组件、生成代码
GitHub
{"mcpServers":{"figma":{"command":"npx","args":["figma-context-mcp"],"env":{"FIGMA_ACCESS_TOKEN":"xxx"}}}}
Jupyter MCP
⭐ 1122
数据科学
Jupyter Notebook AI 助手：运行代码、管理 kernel
GitHub
{"mcpServers":{"jupyter":{"command":"jupyter-mcp-server"}}}
Neo4j MCP
⭐ 947
数据库
图数据库 Neo4j：Cypher 查询、知识图谱构建、关系分析
GitHub
{"mcpServers":{"neo4j":{"command":"npx","args":["@neo4j/mcp-neo4j"],"env":{"NEO4J_URI":"xxx"}}}}
MongoDB MCP
⭐ 27
数据库
MongoDB 官方 MCP：查询集合、聚合管道、索引管理
GitHub
{"mcpServers":{"mongo":{"command":"npx","args":["mongodb-mcp-server"],"env":{"MONGODB_URI":"mongodb://..."}}}}
MySQL MCP
⭐ 1704
数据库
MySQL 数据库 MCP：SQL 查询、表结构查看、数据管理
GitHub
{"mcpServers":{"mysql":{"command":"npx","args":["@benborla/mcp-server-mysql"],"env":{"MYSQL_HOST":"xxx"}}}}
E2B Sandbox
⭐ 394
开发工具
云端代码沙箱：安全执行任意代码，隔离环境，多语言
GitHub
{"mcpServers":{"e2b":{"command":"npx","args":["@e2b/mcp-server"],"env":{"E2B_API_KEY":"xxx"}}}}
Browserbase
⭐ 3349
浏览器
云端浏览器自动化：远程 Chrome，无需本地安装
GitHub
{"mcpServers":{"bb":{"command":"npx","args":["@browserbasehq/mcp-server-browserbase"],"env":{"BROWSERBASE_API_KEY":"xxx"}}}}
Axiom MCP
⭐ 61
监控
可观测性平台：查询日志、追踪、指标，DevOps 必备
GitHub
{"mcpServers":{"axiom":{"command":"npx","args":["@axiomhq/mcp-server-axiom"],"env":{"AXIOM_TOKEN":"xxx"}}}}
SerpAPI MCP
⭐ 138
搜索
Google 搜索结果结构化：抓取搜索结果、知识图谱
GitHub
{"mcpServers":{"serpapi":{"command":"npx","args":["@serpapi/mcp-server"],"env":{"SERPAPI_API_KEY":"xxx"}}}}
Tavily MCP
⭐ 2001
搜索
Tavily AI 搜索：为 AI Agent 优化的实时搜索引擎
GitHub
{"mcpServers":{"tavily":{"command":"npx","args":["tavily-mcp"],"env":{"TAVILY_API_KEY":"xxx"}}}}
Qdrant MCP
⭐ 1406
数据库
向量数据库 Qdrant：存储和搜索向量嵌入，RAG 必备
GitHub
{"mcpServers":{"qdrant":{"command":"npx","args":["@qdrant/mcp-server-qdrant"],"env":{"QDRANT_URL":"xxx"}}}}
Weaviate MCP
⭐ 161
数据库
向量数据库 Weaviate：语义搜索、RAG 检索、混合搜索
GitHub
{"mcpServers":{"weaviate":{"command":"npx","args":["@weaviate/mcp-server-weaviate"],"env":{"WEAVIATE_URL":"xxx"}}}}
LangChain MCP
⭐ 3537
AI模型
LangChain 官方 MCP：Agent 和 Chain 编排，工具链集成
GitHub
{"mcpServers":{"langchain":{"command":"npx","args":["@langchain/mcp-server"]}}}
Supabase MCP
⭐ 2702
数据库
Supabase 开源后端：数据库、认证、存储、Edge Functions
GitHub
{"mcpServers":{"supabase":{"command":"npx","args":["@supabase/mcp-server"]}}}
Firecrawl MCP
⭐ 6370
搜索
网页抓取转 Markdown：为 AI 优化的内容提取引擎
GitHub
{"mcpServers":{"fc":{"command":"npx","args":["firecrawl-mcp-server"],"env":{"FIRECRAWL_API_KEY":"xxx"}}}}
DuckDuckGo MCP
搜索
DuckDuckGo 隐私搜索：不追踪用户的搜索引擎
GitHub
{"mcpServers":{"ddg":{"command":"npx","args":["@anthropic/mcp-server-duckduckgo"]}}}
什么是 MCP？
Model Context Protocol (MCP) 是 Anthropic 推出的开放协议，让 AI 助手（如 Claude）能安全地连接外部数据源和工具。通过 MCP Server，Claude 可以读写文件、查询数据库、搜索网页、操作浏览器等。
安装方式：在 Claude Code 中运行 claude mcp add 名称 命令，或编辑 ~/.claude/settings.json 的 mcpServers 字段。