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1ä¿®æ”¹"],"@modelcontextprotocol/server-filesystem",{trust:"官方",risk:"中",featured:!0,args:["~/Desktop"],homepage:"https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem"}),function(e,s,t,o,r,a,i){let n=arguments.length>7&&void 0!==arguments[7]?arguments[7]:{},c=Object.keys(n.env??{}).flatMap(e=>["-e",e]);return{id:e,name:s,category:t,icon:o,description:r,bestFor:a,trust:n.trust??"常用",risk:n.risk??"中",featured:n.featured,command:"docker",args:["run","-i","--rm",...c,i,...n.args??[]],env:n.env,installCommand:`docker run -i --rm ${c.length?`${c.join(" ")} `:""}${i}`,homepage:n.homepage??`https://${i}`}}("github","GitHub","开发",n.fxk,"管理仓库、Issue、Pull Request 和 GitHub API 数据,适合协作开发。",["PR / Issue","仓库操作","代码协作"],"ghcr.io/github/github-mcp-server",{trust:"官方",risk:"中",featured:!0,env:{GITHUB_PERSONAL_ACCESS_TOKEN:"ghp_xxx"},homepage:"https://github.com/github/github-mcp-server"}),u("playwright","Playwright","浏览器",n.qzq,"让 Agent 控制浏览器、检查页面状态和执行端到端交互测试。",["网页调试","E2E 测试","页面截图"],"@playwright/mcp@latest",{trust:"官方",risk:"中",featured:!0,homepage:"https://playwright.dev/docs/next/getting-started-mcp"}),u("chrome-devtools","Chrome DevTools","浏览器",n.rbD,"接入本机 Chrome DevTools,用于性能、网络、截图和浏览器调试。",["性能分析","网络请求","Chrome 调试"],"chrome-devtools-mcp@latest",{trust:"官方",risk:"中",featured:!0,homepage:"https://github.com/ChromeDevTools/chrome-devtools-mcp"}),u("postgres","Postgres","数据",n.WmV,"连接 PostgreSQL 数据库,帮助 Agent 查询结构、分析数据和生成 SQL。",["数据库查询","Schema 分析","SQL 辅助"],"@modelcontextprotocol/server-postgres",{trust:"官方",risk:"高",featured:!0,args:["postgresql://user:password@localhost:5432/db"],homepage:"https://github.com/modelcontextprotocol/servers/tree/main/src/postgres"}),function(e,s,t,o,r,a,i){let n=arguments.length>7&&void 0!==arguments[7]?arguments[7]:{};return{id:e,name:s,category:t,icon:o,description:r,bestFor:a,trust:n.trust??"常用",risk:n.risk??"中",featured:n.featured,url:i,env:n.env,installCommand:i,homepage:n.homepage??i}}("figma","Figma","设计",n.sUz,"读取 Figma 设计上下文,适合把设计稿转成前端实现和验收细节。",["设计稿理解","前端还原","组件标注"],"https://mcp.figma.com/mcp",{trust:"官方",risk:"中",featured:!0,env:{FIGMA_OAUTH_TOKEN:"figd_xxx"},homepage:"https://developers.figma.com/docs/figma-mcp-server/"}),u("firecrawl","Firecrawl","搜索",n.vji,"抓取网页并转换为 LLM 友好的 Markdown,适合竞品研究和资料整理。",["网页抓取","Markdown 提取","站点爬取"],"firecrawl-mcp",{trust:"常用",risk:"中",featured:!0,env:{FIRECRAWL_API_KEY:"fc_xxx"},homepage:"https://github.com/mendableai/firecrawl-mcp-server"}),u("tavily","Tavily","搜索",n.vji,"为 Agent 提供搜索结果和网页摘要,适合实时信息检索。",["联网搜索","新闻资料","研究摘要"],"tavily-mcp",{trust:"常用",risk:"中",featured:!0,env:{TAVILY_API_KEY:"tvly_xxx"}}),u("exa","Exa","搜索",n.vji,"面向语义搜索和深度研究的检索 MCP,适合找高相关网页。",["语义搜索","深度研究","相似网页"],"exa-mcp-server",{trust:"常用",risk:"中",featured:!0,env:{EXA_API_KEY:"exa_xxx"},homepage:"https://github.com/exa-labs/exa-mcp-server"}),u("brave-search","Brave Search","搜索",n.vji,"使用 Brave Search API 获取网页搜索结果,适合替代通用搜索。",["网页搜索","资料检索","实时信息"],"@modelcontextprotocol/server-brave-search",{trust:"官方",risk:"中",env:{BRAVE_API_KEY:"brv_xxx"},homepage:"https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search"}),u("fetch","Fetch","搜索",n.qzq,"抓取 URL 内容并转换为模型可读文本,适合简单网页读取。",["URL 读取","网页正文","资料摘取"],"@modelcontextprotocol/server-fetch",{trust:"官方",risk:"中",homepage:"https://github.com/modelcontextprotocol/servers/tree/main/src/fetch"}),u("puppeteer","Puppeteer","浏览器",n.qzq,"通过 Puppeteer 控制浏览器,适合页面操作、截图和自动化检查。",["浏览器自动化","截图","页面操作"],"@modelcontextprotocol/server-puppeteer",{trust:"官方",risk:"中",homepage:"https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer"}),u("sqlite","SQLite","数据",n.WmV,"连接本地 SQLite 数据库,适合轻量数据查询和原型分析。",["本地数据库","SQL 查询","原型数据"],"@modelcontextprotocol/server-sqlite",{trust:"官方",risk:"中",args:["~/data/app.db"],homepage:"https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite"}),u("git","Git","开发",n.CyN,"读取 Git 状态、历史和差异,适合代码审查和变更理解。",["提交历史","Diff 分析","代码审查"],"@modelcontextprotocol/server-git",{trust:"官方",risk:"低",homepage:"https://github.com/modelcontextprotocol/servers/tree/main/src/git"}),u("slack","Slack","协作",n.WuS,"读取和发送 Slack 消息,适合把团队沟通接入 Agent。",["团队消息","频道检索","通知协作"],"@modelcontextprotocol/server-slack",{trust:"官方",risk:"中",env:{SLACK_BOT_TOKEN:"xoxb_xxx",SLACK_TEAM_ID:"Txxx"},homepage:"https://github.com/modelcontextprotocol/servers/tree/main/src/slack"}),u("google-drive","Google Drive","协作",n.Gyj,"读取 Google Drive 文件内容,适合文档知识库和团队资料检索。",["团队文档","资料检索","知识库"],"@modelcontextprotocol/server-gdrive",{trust:"官方",risk:"中",homepage:"https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive"}),...[["graphiti","Graphiti","长上下文",n.ekZ,"基于时间感知知识图谱管理长期记忆,适合复杂项目上下文。",["长期记忆","知识图谱","上下文管理"],"https://github.com/getzep/graphiti",!0],["zep","Zep","长上下文",n.ekZ,"面向 Agent 的长期记忆平台ï¼
1Œé€‚合会话摘要和用户画像。",["会话记忆","用户画像","长期上下文"],"https://www.getzep.com/",!0],["mem0","Mem0","长上下文",n.ekZ,"面向 AI 应用的记忆层,适合多会话长期偏好管理。",["偏好记忆","会话上下文","用户记忆"],"https://github.com/mem0ai/mem0",!0],["knowledge-graph","Knowledge Graph","长上下文",n.WuS,"把实体、关系和事件沉淀为知识图谱。",["实体关系","项目知识","长期上下文"],"https://github.com/modelcontextprotocol/servers/tree/main/src/memory"],["neo4j-memory","Neo4j Memory","长上下文",n.WmV,"使用 Neo4j 存储长期关系图谱,适合复杂知识关联。",["图数据库","关系分析","长期记忆"],"https://neo4j.com/labs/genai-ecosystem/model-context-protocol-mcp/"],["langgraph-memory","LangGraph Memory","长上下文",n.WuS,"结合 LangGraph 工作流管理 Agent 记忆和状态。",["工作流状态","Agent 记忆","长任务"],"https://github.com/langchain-ai/langgraph"],["llamaindex-tools","LlamaIndex Tools","长上下文",n.Gyj,"把 LlamaIndex 索引和检索能力接入 MCP。",["RAG","索引检索","知识库"],"https://github.com/run-llama/llama_index"],["ragie","Ragie","长上下文",n.Gyj,"托管式 RAG 知识库接入,适合企业资料检索。",["RAG","文件检索","企业知识库"],"https://www.ragie.ai/"],["pinecone-assistant","Pinecone Assistant","长上下文",n.WmV,"把 Pinecone 向量搜索和检索接入 Agent。",["向量检索","RAG","语义搜索"],"https://www.pinecone.io/"],["chroma-memory","Chroma Memory","长上下文",n.WmV,"用 Chroma 保存向量记忆和文档片段。",["向量记忆","本地 RAG","语义检索"],"https://www.trychroma.com/"],["browserbase","Browserbase","浏览器",n.qzq,"云端浏览器自动化,适合稳定网页操作和截图。",["云浏览器","网页自动化","截图"],"https://www.browserbase.com/",!0],["stagehand","Stagehand","浏览器",n.qzq,"面向 AI Agent 的浏览器自动化框架。",["AI 浏览器","页面操作","自动化测试"],"https://github.com/browserbase/stagehand",!0],["browserless","Browserless","浏览器",n.qzq,"托管 Chrome/Playwright 运行环境,适合批量浏览器任务。",["托管浏览器","截图","自动化"],"https://www.browserless.io/"],["browser-use","Browser Use","浏览器",n.qzq,"让 Agent 使用浏览器完成网页任务。",["网页任务","表单操作","浏览器代理"],"https://github.com/browser-use/browser-use",!0],["hyperbrowser","Hyperbrowser","浏览器",n.qzq,"云端浏览器与网页采集服务。",["云浏览器","网页采集","自动化"],"https://www.hyperbrowser.ai/"],["apify","Apify","搜索",n.vji,"调用 Apify Actor 抓取网页和结构化数据。",["网页采集","Actor","数据抓取"],"https://apify.com/"],["jina-reader","Jina Reader","搜索",n.vji,"把网页转成模型友好的纯文本/Markdown。",["网页阅读","正文提取","研究资料"],"https://jina.ai/reader/"],["perplexity","Perplexity","搜索",n.vji,"接入 Perplexity 搜索与答案生成。",["联网问答","资料搜索","引用回答"],"https://www.perplexity.ai/"],["serpapi","SerpAPI","搜索",n.vji,"调用搜索引擎结果 API,适合 SERP 结构化检索。",["搜索结果","SERP","竞品分析"],"https://serpapi.com/"],["searxng","SearXNG","搜索",n.vji,"接入自托管元搜索引擎,适合隐私搜索。",["自托管搜索","隐私","资料检索"],"https://docs.searxng.org/"],["duckduckgo-search","DuckDuckGo Search","搜索",n.vji,"使用 DuckDuckGo 搜索结果进行资料检索。",["网页搜索","轻量检索","资料收集"],"https://duckduckgo.com/"],["wikipedia","Wikipedia","搜索",n.Gyj,"读取 Wikipedia 条目和摘要。",["百科资料","概念解释","背景研究"],"https://www.wikipedia.org/"],["arxiv","arXiv","搜索",n.Gyj,"检索论文与学术预印本。",["论文搜索","学术研究","摘要"],"https://arxiv.org/"],["pubmed","PubMed","搜索",n.Gyj,"检索生命科学和医学文献。",["医学论文","生命科学","文献检索"],"https://pubmed.ncbi.nlm.nih.gov/"],["openalex","OpenAlex","搜索",n.Gyj,"开放学术图谱检索,适合论文和作者关系。",["学术图谱","论文检索","作者关系"],"https://openalex.org/"],["reddit","Reddit","搜索",n.vji,"检索 Reddit 社区讨论和经验反馈。",["社区反馈","产品调研","用户声音"],"https://www.reddit.com/"],["hacker-news","Hacker News","搜索",n.vji,"读取 Hacker News 热门讨论和技术社区内容。",["技术趋势","社区讨论","产品反馈"],"https://news.ycombinator.com/"],["gitlab","G
1itLab","开发",n.CyN,"接入 GitLab 项目、Issue、MR 和 CI 信息。",["MR","Issue","CI/CD"],"https://gitlab.com/"],["bitbucket","Bitbucket","开发",n.CyN,"接入 Bitbucket 仓库和 Pull Request。",["代码仓库","PR","团队协作"],"https://bitbucket.org/"],["linear","Linear","协作",n.WuS,"管理 Linear Issue、项目和团队工作流。",["Issue 管理","项目协作","研发流程"],"https://linear.app/",!0],["jira","Jira","协作",n.WuS,"接入 Jira 项目、工单和冲刺信息。",["工单","Sprint","研发管理"],"https://www.atlassian.com/software/jira"],["confluence","Confluence","协作",n.Gyj,"检索团队 Confluence 文档和知识库。",["团队文档","知识库","需求资料"],"https://www.atlassian.com/software/confluence"],["notion","Notion","协作",n.Gyj,"读取和维护 Notion 页面、数据库和团队知识库。",["知识库","任务管理","团队文档"],"https://www.notion.so/",!0],["airtable","Airtable","数据",n.WmV,"接入 Airtable 表格和轻量数据库。",["表格数据","运营数据","轻量 CRM"],"https://www.airtable.com/"],["google-sheets","Google Sheets","协作",n.WmV,"读取和写入 Google Sheets 表格。",["表格分析","运营报表","协作数据"],"https://workspace.google.com/products/sheets/"],["google-calendar","Google Calendar","效率",n.WuS,"读取日程和创建会议安排。",["日程管理","会议安排","提醒"],"https://workspace.google.com/products/calendar/"],["gmail","Gmail","协作",n.WuS,"读取和草拟邮件,适合客服和商务沟通。",["邮件处理","客服","商务跟进"],"https://workspace.google.com/products/gmail/"],["microsoft-365","Microsoft 365","协作",n.Gyj,"接入 Outlook、OneDrive、Teams 等企业协作数据。",["企业文档","邮件","Teams"],"https://www.microsoft.com/microsoft-365"],["teams","Microsoft Teams","协作",n.WuS,"读取团队消息和会议上下文。",["团队聊天","会议资料","通知"],"https://www.microsoft.com/microsoft-teams/"],["discord","Discord","协作",n.WuS,"接入 Discord 服务器消息和社区运营数据。",["社区运营","频道消息","机器人"],"https://discord.com/"],["telegram","Telegram","协作",n.WuS,"接入 Telegram Bot 消息和频道。",["Bot","频道通知","社区"],"https://telegram.org/"],["zoom","Zoom","协作",n.WuS,"接入会议、录制和会议摘要数据。",["会议","录制","摘要"],"https://www.zoom.com/"],["obsidian","Obsidian","长上下文",n.Gyj,"读取本地 Obsidian 知识库。",["个人知识库","Markdown","长期笔记"],"https://obsidian.md/"],["logseq","Logseq","长上下文",n.Gyj,"接入 Logseq 知识图谱和笔记。",["双链笔记","知识图谱","个人知识库"],"https://logseq.com/"],["qdrant","Qdrant","数据",n.WmV,"连接 Qdrant 向量数据库进行语义检索。",["向量检索","RAG","相似搜索"],"https://qdrant.tech/"],["weaviate","Weaviate","数据",n.WmV,"连接 Weaviate 向量数据库。",["向量库","知识检索","RAG"],"https://weaviate.io/"],["milvus","Milvus","数据",n.WmV,"连接 Milvus/Zilliz 向量数据库。",["向量检索","大规模向量","RAG"],"https://milvus.io/"],["pinecone","Pinecone","数据",n.WmV,"连接 Pinecone 向量数据库和索引。",["向量索引","RAG","语义搜索"],"https://www.pinecone.io/"],["redis","Redis","数据",n.WmV,"连接 Redis,用于缓存、队列和轻量状态查询。",["缓存","队列","状态查询"],"https://redis.io/"],["mongodb","MongoDB","数据",n.WmV,"查询 MongoDB 集合和文档数据。",["文档数据库","查询","数据分析"],"https://www.mongodb.com/"],["mysql","MySQL","数据",n.WmV,"连接 MySQL 数据库并辅助生成 SQL。",["SQL 查询","数据库分析","报表"],"https://www.mysql.com/"],["clickhouse","ClickHouse","数据",n.WmV,"连接 ClickHouse 做日志和分析型查询。",["OLAP","日志分析","大数据查询"],"https://clickhouse.com/"],["elasticsearch","Elasticsearch","数据",n.WmV,"查询 Elasticsearch 索引和日志数据。",["全文检索","日志","分析"],"https://www.elastic.co/elasticsearch"],["supabase","Supabase","数据",n.WmV,"接入 Supabase 数据库、Auth 和 Storage。",["Postgres","Auth","Storage"],"https://supabase.com/",!0],["firebase","Firebase","云服务",n.gq4,"接入 Firebase 项目、Firestore 和日志信息。",["Firestore","移动应用","云函数"],"https://firebase.google.com/"],["aws","AWS","云服务",n.gq4,"读取 AWS 资源和运维信息。",["云资源","运维","账单"],"https://aws.amazon.com/"],["aws-bedrock","AWS Bedrock","云服务",n.gq4,"接入 Bedrock 模型和知识库上下文。",["模型服务","知识库","企业 AI"],"https://aws.amazon.com/bedrock/"],["google-cloud","Google Cloud","云服务",n.gq4,"读取 GCP 项目、日志和云资源。",["云资源","日志","运维"],"https://cloud.google.com/"],["azure","Azure","云服务",n.gq4,"接入 Azure 资源、监控和 DevOps 信息。",["云资源","监控","DevOps"],"https://azure.microsoft.com/"],["cloudflare","Cloudflare","云服务",n.gq4,"管理 Workers、DNS、Pages 和安全策略。",["Workers","DNS","边缘服务"],"https://www.cloudflare.com/"],["vercel","Vercel","云服务",n.gq4,"接入部署、项目和日志信息。",["部署","日志","前端项目"],"https://vercel.com/"],["netlify","Netlify","云服务",n.gq4,"接入站点部署和构建信息。",["静态站点","部署","构建日志"],"https://www.netlify.com/"],["railway","Railway","云服务",n.gq4,"管理 Railway 服务、环境变量和部署。",["部署","服务管理","环境变量"],"https://railway.app/"],["flyio","Fly.io","云服务",n.gq4,"管理 Fly.io 应用和部署状态。",["部署","边缘应用","运维"],"https://fly.io/"],["render","Re
1nder","云服务",n.gq4,"读取 Render 服务、部署和日志。",["部署","日志","服务管理"],"https://render.com/"],["kubernetes","Kubernetes","云服务",n.gq4,"查询 K8s 集群资源、Pod 和事件。",["K8s","集群运维","故障排查"],"https://kubernetes.io/"],["docker","Docker","开发",n.gq4,"管理本机 Docker 容器、镜像和日志。",["容器","镜像","本地开发"],"https://www.docker.com/"],["sentry","Sentry","监控",n.ekZ,"读取错误、性能和 Trace 信息,适合故障排查。",["错误追踪","性能","告警"],"https://docs.sentry.io/product/sentry-mcp/",!0],["datadog","Datadog","监控",n.ekZ,"接入指标、日志和 APM 数据。",["监控","日志","APM"],"https://www.datadoghq.com/"],["prometheus","Prometheus","监控",n.ekZ,"查询 Prometheus 指标和告警。",["指标","告警","SRE"],"https://prometheus.io/"],["grafana","Grafana","监控",n.ekZ,"读取仪表盘、数据源和告警信息。",["仪表盘","告警","监控"],"https://grafana.com/"],["new-relic","New Relic","监控",n.ekZ,"接入 New Relic APM 和日志数据。",["APM","日志","故障排查"],"https://newrelic.com/"],["pagerduty","PagerDuty","监控",n.ekZ,"接入值班、事故和告警流转。",["告警","值班","事故响应"],"https://www.pagerduty.com/"],["linear-observability","Linear Triage","监控",n.WuS,"把监控事件整理成 Linear 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图像理解和多模态媒体能力。",["多模态","图片理解","媒体分析"],"https://ai.google.dev/"],["elevenlabs","ElevenLabs","效率",n.KqI,"接入语音合成、配音和音频工作流。",["TTS","配音","音频"],"https://elevenlabs.io/"],["deepgram","Deepgram","效率",n.KqI,"接入语音识别和音频转写。",["语音识别","转写","音频分析"],"https://deepgram.com/"],["whisper-local","Whisper Local","效率",n.KqI,"本地音频转写,适合会议和媒体素材处理。",["转写","本地音频","会议记录"],"https://github.com/openai/whisper"],["mermaid","Mermaid","开发",n.CyN,"生成流程图、时序图和架构图。",["流程图","架构图","文档"],"https://mermaid.js.org/"],["plantuml","PlantUML","开发",n.CyN,"生成 UML 和架构图。",["UML","架构文档","图表"],"https://plantuml.com/"],["markdownify","Markdownify","效率",n.Gyj,"把网页或富文本转换为 Markdown。",["Markdown","内容转换","文档整理"],"https://github.com/zcaceres/markdownify-mcp"],["time","Time","效率",n.WuS,"提供时区、日期和时间计算。",["时区","日期计算","计划"],"https://github.com/modelcontextprotocol/servers/tree/main/src/time"],["everything-search","Everything Search","效率",n.vji,"在 Windows 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Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.