# MCP Harbor

> MCP Harbor is an independent directory of 24,761 Model Context Protocol (MCP) servers and clients, collected every day from the official MCP Registry, GitHub, npm and PyPI and ranked by GitHub stars and weekly star growth. Each listing has stars, license, language, last update, install notes and alternatives.

Last updated: 2026-10-25. Contact: hello@spone.io. Not affiliated with Anthropic.

## Key pages
- [MCP server directory (home)](https://mcpharbor.app/): the most starred MCP servers and clients, sortable by weekly growth
- [Trending MCP servers this week](https://mcpharbor.app/trending/): top 50 by 7-day star gain and by % growth (minimum 100 stars), plus npm weekly downloads
- [Trending feed (JSON Feed)](https://mcpharbor.app/trending/feed.json) and [RSS](https://mcpharbor.app/trending/rss.xml)
- [How to install an MCP server](https://mcpharbor.app/how-to-install-mcp-servers/): config for Claude Code, Claude Desktop, Cursor, VS Code and Codex
- [All categories](https://mcpharbor.app/category/)
- [MCP servers by tool and client](https://mcpharbor.app/mcp-servers-for/)
- [MCP and AI agent jobs](https://mcpharbor.app/jobs/): job board; employers post for $199 for 30 days
- [Advertise](https://mcpharbor.app/advertise/): featured listing $99/month
- [Submit a tool](https://mcpharbor.app/submit/) (free)

## Categories
### [Search & Web](https://mcpharbor.app/category/search-web/) (746)
Search & Web MCP servers give an AI agent live web search, page fetching, scraping and crawling, so answers can cite current pages instead of training data.
Most starred: [Scrapling](https://mcpharbor.app/tools/d4vinci-scrapling/), [TrendRadar](https://mcpharbor.app/tools/sansan0-trendradar/), [repomix](https://mcpharbor.app/tools/yamadashy-repomix/), [open-seo](https://mcpharbor.app/tools/every-app-open-seo/), [apify-mcp-server](https://mcpharbor.app/tools/apify-apify-mcp-server/)

### [AI Agent Frameworks](https://mcpharbor.app/category/ai-agent-frameworks/) (604)
AI agent framework entries are orchestration runtimes, agent SDKs and multi-agent toolkits that speak MCP or ship MCP servers of their own.
Most starred: [paperclip](https://mcpharbor.app/tools/paperclipai-paperclip/), [ruflo](https://mcpharbor.app/tools/ruvnet-ruflo/), [oh-my-openagent](https://mcpharbor.app/tools/code-yeongyu-oh-my-openagent/), [nanobot](https://mcpharbor.app/tools/hkuds-nanobot/), [oh-my-claudecode](https://mcpharbor.app/tools/yeachan-heo-oh-my-claudecode/)

### [Cloud & Infra](https://mcpharbor.app/category/cloud-infra/) (1,058)
Cloud & Infra MCP servers let an agent read and change infrastructure: Kubernetes clusters, Docker hosts, AWS, Azure and Cloudflare accounts, CI pipelines and observability stacks.
Most starred: [RuView](https://mcpharbor.app/tools/ruvnet-ruview/), [worldmonitor](https://mcpharbor.app/tools/koala73-worldmonitor/), [netdata](https://mcpharbor.app/tools/netdata-netdata/), [LibreChat](https://mcpharbor.app/tools/librechat-ai-librechat/), [nacos](https://mcpharbor.app/tools/alibaba-nacos/)

### [Browser Automation](https://mcpharbor.app/category/browser-automation/) (591)
Browser automation MCP servers drive a real browser (often through Playwright or Puppeteer) so an agent can click, type, take screenshots and test web apps.
Most starred: [browser-use](https://mcpharbor.app/tools/browser-use-browser-use/), [chrome-devtools-mcp](https://mcpharbor.app/tools/chromedevtools-chrome-devtools-mcp/), [payload](https://mcpharbor.app/tools/payloadcms-payload/), [UI-TARS-desktop](https://mcpharbor.app/tools/bytedance-ui-tars-desktop/), [invisible_dots](https://mcpharbor.app/tools/feder-cr-invisible-dots/)

### [Databases](https://mcpharbor.app/category/databases/) (630)
Database MCP servers connect an agent to SQL and NoSQL stores such as Postgres, MySQL, SQLite, MongoDB and Redis, usually with schema browsing and query tools.
Most starred: [Chat2DB](https://mcpharbor.app/tools/ottermind-chat2db/), [dbx](https://mcpharbor.app/tools/t8y2-dbx/), [mcp-toolbox](https://mcpharbor.app/tools/googleapis-mcp-toolbox/), [nightingale](https://mcpharbor.app/tools/ccfos-nightingale/), [electric](https://mcpharbor.app/tools/electric-sql-electric/)

### [Memory & Knowledge](https://mcpharbor.app/category/memory-knowledge/) (1,287)
Memory & Knowledge MCP servers give agents long-term memory, knowledge graphs, RAG pipelines and note-app access (Obsidian, Notion) that persist across sessions.
Most starred: [open-webui](https://mcpharbor.app/tools/open-webui-open-webui/), [graphify](https://mcpharbor.app/tools/graphify-labs-graphify/), [claude-mem](https://mcpharbor.app/tools/thedotmack-claude-mem/), [ragflow](https://mcpharbor.app/tools/infiniflow-ragflow/), [lobehub](https://mcpharbor.app/tools/lobehub-lobehub/)

### [Miscellaneous](https://mcpharbor.app/category/other/) (11,627)
Miscellaneous covers MCP servers that do not fit a single category yet, such as home automation and hardware bridges or niche APIs.
Most starred: [hermes-agent](https://mcpharbor.app/tools/nousresearch-hermes-agent/), [cc-switch](https://mcpharbor.app/tools/farion1231-cc-switch/), [servers](https://mcpharbor.app/tools/modelcontextprotocol-servers/), [Front-End-Checklist](https://mcpharbor.app/tools/thedaviddias-front-end-checklist/), [goose](https://mcpharbor.app/tools/aaif-goose-goose/)

### [Productivity](https://mcpharbor.app/category/productivity/) (1,809)
Productivity MCP servers connect agents to everyday work apps: email, calendars, chat, task trackers, documents and spreadsheets.
Most starred: [markitdown](https://mcpharbor.app/tools/microsoft-markitdown/), [Agent-Reach](https://mcpharbor.app/tools/panniantong-agent-reach/), [AstrBot](https://mcpharbor.app/tools/astrbotdevs-astrbot/), [CopilotKit](https://mcpharbor.app/tools/copilotkit-copilotkit/), [activepieces](https://mcpharbor.app/tools/activepieces-activepieces/)

### [Developer Tools](https://mcpharbor.app/category/developer-tools/) (2,217)
Developer tool MCP servers work with code: Git hosting, code search, linters, IDE integrations, debuggers, API clients and the SDKs used to build MCP servers.
Most starred: [rea](https://mcpharbor.app/tools/morluto-rea/), [storybook](https://mcpharbor.app/tools/storybookjs-storybook/), [context7](https://mcpharbor.app/tools/upstash-context7/), [GitNexus](https://mcpharbor.app/tools/abhigyanpatwari-gitnexus/), [codebase-memory-mcp](https://mcpharbor.app/tools/deusdata-codebase-memory-mcp/)

### [Finance & Crypto](https://mcpharbor.app/category/finance-crypto/) (1,580)
Finance & Crypto MCP servers expose market data, trading APIs, wallets, on-chain data and payment platforms to AI agents.
Most starred: [ccxt](https://mcpharbor.app/tools/ccxt-ccxt/), [Vibe-Trading](https://mcpharbor.app/tools/hkuds-vibe-trading/), [QuantDinger](https://mcpharbor.app/tools/openbyteinc-quantdinger/), [tradingview-mcp](https://mcpharbor.app/tools/tradesdontlie-tradingview-mcp/), [FinanceToolkit](https://mcpharbor.app/tools/jerbouma-financetoolkit/)

### [Media & Design](https://mcpharbor.app/category/media-design/) (2,017)
Media & Design MCP servers work with images, video, audio and design tools such as Figma and Blender.
Most starred: [remotion](https://mcpharbor.app/tools/remotion-dev-remotion/), [LocalAI](https://mcpharbor.app/tools/mudler-localai/), [chakra-ui](https://mcpharbor.app/tools/chakra-ui-chakra-ui/), [next-ai-draw-io](https://mcpharbor.app/tools/dayuanjiang-next-ai-draw-io/), [agentscope](https://mcpharbor.app/tools/agentscope-ai-agentscope/)

### [MCP Clients & Apps](https://mcpharbor.app/category/mcp-clients/) (595)
MCP clients and apps are the chat apps, coding agents, gateways and workflow tools that connect to MCP servers and call their tools for you.
Most starred: [n8n](https://mcpharbor.app/tools/n8n-io-n8n/), [claude-code](https://mcpharbor.app/tools/anthropics-claude-code/), [gemini-cli](https://mcpharbor.app/tools/google-gemini-gemini-cli/), [OmniRoute](https://mcpharbor.app/tools/cheaper-inference-omniroute/), [litellm](https://mcpharbor.app/tools/berriai-litellm/)

## MCP servers for specific tools and clients
- [MCP servers for Claude Code](https://mcpharbor.app/mcp-servers-for/claude-code/) (2,591)
- [MCP servers for Cursor](https://mcpharbor.app/mcp-servers-for/cursor/) (1,941)
- [MCP servers for OpenAI Codex](https://mcpharbor.app/mcp-servers-for/codex/) (1,348)
- [MCP servers for Claude Desktop](https://mcpharbor.app/mcp-servers-for/claude-desktop/) (512)
- [MCP servers for VS Code](https://mcpharbor.app/mcp-servers-for/vscode/) (326)
- [MCP servers for Windsurf](https://mcpharbor.app/mcp-servers-for/windsurf/) (369)
- [MCP servers for Gemini](https://mcpharbor.app/mcp-servers-for/gemini/) (708)
- [MCP servers for Ollama and local LLMs](https://mcpharbor.app/mcp-servers-for/ollama/) (239)
- [MCP servers for GitHub](https://mcpharbor.app/mcp-servers-for/github/) (370)
- [MCP servers for Docker](https://mcpharbor.app/mcp-servers-for/docker/) (338)
- [MCP servers for Kubernetes](https://mcpharbor.app/mcp-servers-for/kubernetes/) (114)
- [MCP servers for PostgreSQL](https://mcpharbor.app/mcp-servers-for/postgres/) (237)
- [MCP servers for MySQL](https://mcpharbor.app/mcp-servers-for/mysql/) (95)
- [MCP servers for SQLite](https://mcpharbor.app/mcp-servers-for/sqlite/) (333)
- [MCP servers for MongoDB](https://mcpharbor.app/mcp-servers-for/mongodb/) (40)
- [MCP servers for Redis](https://mcpharbor.app/mcp-servers-for/redis/) (45)
- [MCP servers for Supabase](https://mcpharbor.app/mcp-servers-for/supabase/) (59)
- [MCP servers for Playwright](https://mcpharbor.app/mcp-servers-for/playwright/) (193)
- [MCP servers for Puppeteer](https://mcpharbor.app/mcp-servers-for/puppeteer/) (29)
- [MCP servers for Obsidian](https://mcpharbor.app/mcp-servers-for/obsidian/) (128)
- [MCP servers for Notion](https://mcpharbor.app/mcp-servers-for/notion/) (44)
- [MCP servers for Slack](https://mcpharbor.app/mcp-servers-for/slack/) (73)
- [MCP servers for Discord](https://mcpharbor.app/mcp-servers-for/discord/) (73)
- [MCP servers for Telegram](https://mcpharbor.app/mcp-servers-for/telegram/) (122)
- [MCP servers for Gmail](https://mcpharbor.app/mcp-servers-for/gmail/) (57)
- [MCP servers for email](https://mcpharbor.app/mcp-servers-for/email/) (425)
- [MCP servers for Figma](https://mcpharbor.app/mcp-servers-for/figma/) (68)
- [MCP servers for AWS](https://mcpharbor.app/mcp-servers-for/aws/) (107)
- [MCP servers for Azure](https://mcpharbor.app/mcp-servers-for/azure/) (110)
- [MCP servers for Cloudflare](https://mcpharbor.app/mcp-servers-for/cloudflare/) (131)
- [MCP servers for Vercel](https://mcpharbor.app/mcp-servers-for/vercel/) (48)
- [MCP servers for Grafana and Prometheus](https://mcpharbor.app/mcp-servers-for/grafana/) (32)
- [MCP servers for YouTube](https://mcpharbor.app/mcp-servers-for/youtube/) (221)
- [MCP servers for LinkedIn](https://mcpharbor.app/mcp-servers-for/linkedin/) (160)
- [MCP servers for Excel and spreadsheets](https://mcpharbor.app/mcp-servers-for/excel/) (99)
- [MCP servers for PDF files](https://mcpharbor.app/mcp-servers-for/pdf/) (300)
- [MCP servers for n8n](https://mcpharbor.app/mcp-servers-for/n8n/) (62)
- [MCP servers for Unity](https://mcpharbor.app/mcp-servers-for/unity/) (54)
- [MCP servers for Unreal Engine](https://mcpharbor.app/mcp-servers-for/unreal-engine/) (47)
- [MCP servers for iOS and Xcode](https://mcpharbor.app/mcp-servers-for/ios/) (178)
- [MCP servers for Android](https://mcpharbor.app/mcp-servers-for/android/) (155)
- [MCP servers for web scraping](https://mcpharbor.app/mcp-servers-for/web-scraping/) (412)
- [MCP servers for RAG](https://mcpharbor.app/mcp-servers-for/rag/) (515)
- [MCP servers for vector databases](https://mcpharbor.app/mcp-servers-for/vector-databases/) (294)
- [MCP servers for security testing](https://mcpharbor.app/mcp-servers-for/security/) (750)
- [MCP servers for trading and markets](https://mcpharbor.app/mcp-servers-for/trading/) (536)
- [MCP servers for Python projects](https://mcpharbor.app/mcp-servers-for/python/) (1,198)

## Trending this week
- [rea](https://mcpharbor.app/tools/morluto-rea/): +72,150 stars this week
- [graphify](https://mcpharbor.app/tools/graphify-labs-graphify/): +6,459 stars this week
- [solidcraft](https://mcpharbor.app/tools/tangency-labs-solidcraft/): +6,020 stars this week
- [paperclip](https://mcpharbor.app/tools/paperclipai-paperclip/): +3,234 stars this week
- [Concat](https://mcpharbor.app/tools/jub0t-concat/): +3,073 stars this week
- [ruflo](https://mcpharbor.app/tools/ruvnet-ruflo/): +2,953 stars this week
- [claude-plugins-official](https://mcpharbor.app/tools/anthropics-claude-plugins-official/): +2,860 stars this week
- [Agent-Reach](https://mcpharbor.app/tools/panniantong-agent-reach/): +2,844 stars this week
- [cc-switch](https://mcpharbor.app/tools/farion1231-cc-switch/): +2,664 stars this week
- [openGym](https://mcpharbor.app/tools/duartesantos8-opengym/): +2,266 stars this week

## For agents
- Remote MCP server (Streamable HTTP): https://mcpharbor.app/mcp with a search_tools tool over the whole directory
- Sitemap: https://mcpharbor.app/sitemap-index.xml