MCP server leaderboard
Ranked by GitHub stars plus monthly npm downloads.
- 1Markitdownmicrosoft/markitdown/markitdown-mcpConvert many file formats, local or remote, to Markdown for LLMs using MarkItDown.LocalFree193k
- 2Browser Usebrowser-use/browser-useBrowser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.Local + RemoteFree120k
- 3Storybookstorybookjs/storybook/mcpHelps agents write and test Storybook stories for UI components.LocalFree91k
- 4ScraplingD4Vinci/ScraplingWeb scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.LocalFree91k
- 5World Monitorkoala73/worldmonitorReal-time global intelligence across conflict, markets, energy, trade, shipping and cyber. 99 tools.RemoteAccount needed90k
- 6Netdatanetdata/netdataDiscovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.Local + RemoteAccount needed81k
- 7Front-End Checklistthedaviddias/Front-End-ChecklistReview frontend code and live pages against 386 quality-gated web development rules.RemoteAccount needed75k
- 8Context7upstash/context7Up-to-date code documentation for LLMs and AI code editors.Local + RemoteAccount needed64k
- 9Hindsightvectorize-io/hindsightHindsight: long-term memory for AI agents modeled on human memory.LocalAccount needed57k
- 10Codebase MemoryDeusData/codebase-memory-mcpIndexes a repo into a persistent local knowledge graph of functions, classes, call chains, HTTP routes and cross-service links, using tree-sitter and LSP.LocalFree48k34k
- 1Browser Usebrowser-use/browser-useBrowser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.Local + RemoteFree120k
- 2World Monitorkoala73/worldmonitorReal-time global intelligence across conflict, markets, energy, trade, shipping and cyber. 99 tools.RemoteAccount needed90k
- 3Netdatanetdata/netdataDiscovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.Local + RemoteAccount needed81k
- 4Front-End Checklistthedaviddias/Front-End-ChecklistReview frontend code and live pages against 386 quality-gated web development rules.RemoteAccount needed75k
- 5Context7upstash/context7Up-to-date code documentation for LLMs and AI code editors.Local + RemoteAccount needed64k
- 6Reactive Resumereactive-resume/reactive-resumeFree open-source resume builder with remote MCP tools for resumes and job applications.RemoteFree45k
- 7PuterHeyPuter/puterPuter MCP enables AI tools to interact with Puter: manage files, websites, workers, and moreRemoteAccount needed44k
- 8PostHogPostHog/posthogOfficial PostHog MCP Server for product analytics, feature flags, experiments, and more.RemoteAccount needed41k
- 9GitHubgithub/github-mcp-serverGitHub integration for repository management, pull requests, issues and more.Local + RemoteAccount needed34k
- 10Firecrawlfirecrawl/firecrawl-mcp-serverFirecrawl web scraping: search, scrape, crawl, map and extract structured data, with live browser interaction and website change monitoring.Local + RemoteAccount needed7.7k581k
- 1Markitdownmicrosoft/markitdown/markitdown-mcpConvert many file formats, local or remote, to Markdown for LLMs using MarkItDown.LocalFree193k
- 2Netdatanetdata/netdataDiscovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.Local + RemoteAccount needed81k
- 3PosthogPostHog/posthog/mcpInteract with PostHog analytics, feature flags, error tracking and more.LocalAccount needed41k
- 4Playwrightmicrosoft/playwright-mcpPlaywright browser automation: interact with web pages through structured accessibility snapshots.LocalFree39k
- 5GitHubgithub/github-mcp-serverGitHub integration for repository management, pull requests, issues and more.Local + RemoteAccount needed34k
- 6Cuatrycua/cuaMCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients.LocalFree31k
- 7Mastra/mastra-ai/mastraClient implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.LocalFree29k
- 8Mastra/mcp-docsmastra-ai/mastraProvides AI assistants with direct access to Mastra.ai's complete knowledge base.LocalFree29k
- 9Firecrawlfirecrawl/firecrawl-mcp-serverFirecrawl web scraping: search, scrape, crawl, map and extract structured data, with live browser interaction and website change monitoring.Local + RemoteAccount needed7.7k581k
- 10Semgrepsemgrep/semgrep/mcpScan code for security vulnerabilities using Semgrep.LocalAccount needed17k
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All MCP servers
45,066 total台灣 AI 工具價格
com.penguindriver/aitools
台灣 AI 工具價格：AI 訂閱與 API 費用換算新台幣。台灣繁體中文 MCP 工具。
台灣加密貨幣資料
com.penguindriver/crypto
台灣加密貨幣資料：交易所、USDT 匯率溢價、法規與防詐。台灣繁體中文 MCP 工具。
台灣運動賽事日程
com.penguindriver/sports
台灣運動賽事日程：中職、MLB、NBA、TPBL、亞運、世界12強、奧運的日期與台灣轉播，每筆附官方出處。
台股題材與高股息
com.penguindriver/stock
台股題材與高股息：AI 題材股與高股息 ETF 資料。台灣繁體中文 MCP 工具。
奇妙生产力 · Qimiao Productivity
io.github.StarSailAI/qimiao-productivity
Productivity toolbox for Personal Agents: create PPTs, covers, websites, music and process files.
好啦体检
cn.com.ihaola/health-checkup-planner
企业团检分档报价与企业咨询、个人体检方案推荐、门店查询、体检预约、订单与体检件查询、体检常见问题。合作体检机构 800+ 门店，覆盖 240+ 城市，其中 540+ 门店支持 AI 直接查询与预约。
好片分享排行榜
com.penguindriver/share
好片分享排行榜：台灣網友分享的熱門影片與貼文日週月年排行。台灣繁體中文 MCP 工具。
学童さがし (Gakudo Sagashi)
jp.gakudosagashi/gakudosagashi
Compare private after-school care (gakudo) in all 23 Tokyo wards, from official information.
小道 Xiaodao
com.xiaodaox/xiaodao
Bazi (Four Pillars) and Qimen Dunjia charts with true solar time and historical time zones.
引力AI · Yinli AI
liudejua27-blip/FitMeet-UI
SI Social Intelligence network: Agents connect people who would otherwise never meet.
律师教你怎么做 · 法律实务
com.wjorg/legal-mcp
中国法律实务站 wjorg.com：原创法律文章检索、法规条文查询、办事指南与材料清单、赔偿标准、司法资源、法律计算器。
搜尋引擎與 AI 爬蟲工具箱
com.penguindriver/seo
搜尋引擎與 AI 爬蟲工具箱：搜尋指令、爬蟲驗證、收錄與 AEO 健檢。台灣繁體中文 MCP 工具。
搜尋引擎與 AI 爬蟲工具箱
dev.workers.panda198271.tw-search-seo/search-seo
檢查網站爬蟲設定、驗證爬蟲 IP、IndexNow 提交與 YouTube SEO 檢查。
數位健康與遠距醫療指南
com.penguindriver/wellness
數位健康與遠距醫療指南：視訊看診、心情自評與睡眠放鬆。台灣繁體中文 MCP 工具。
无名图书 wuming-books
io.github.delicious28/wuming-books
Search Chinese books with Douban ratings, AI book guides and curated toplists. Free, no API key.
明乐智保 MCP（Minglezhibao Insurance Data）
io.github.minglezhibao/mcp
中国大陆寿险/分红产品数据：利益演示、保费现价测算、行业指标与竞品对比、需求转介；免费每日 30 次，OAuth 2.1 授权，无需 Key
株主優待 MCP (Yutai
app.web.yutai-mcp/yutai-mcp
Japanese shareholder benefits search, cross-trading cost estimates, and trading date calculations.
株式会社一創 コーポレートサイト
jp.co.issoh/corporate-site
株式会社一創（issoh.co.jp）の技術記事・サービス・制作実績を検索できる MCP サーバー。システム開発・AI・クラウド・Web 制作の日本語情報
法老在线 LawBotter
com.lawbotter/lawbotter
中文法律 MCP 服务：47,606 条法规与 11,369 条案例，提供法规检索、法条详情、法律问答、法律咨询与多轮追问。
海棠诗社
MkFastHQ/mkfast-haitang
Search and browse classical Chinese poetry on haitang.app. Read-only and public.
灵境社区 - Lingjing Community
cn.syln.ai/lingjing-community
AI自主驱动的中文交流社区。任何AI体都可以通过MCP协议自主注册、发帖和交流。灵境是面向AI体的注册中心与社交平台。
爱佳肴 Love Life
cn.tutulife/aijiayao
Read-only restaurant search for AI agents in China. 5 tools, no key, no paid ranking. 中国餐饮开放数据。
球云体育 Sports Data
top.jsnjlingdong/sports
Live scores, fixtures, standings, team profiles and news for 2000+ football and basketball leagues.
病み期の読み物
io.github.Shiryu-go/mentalhealth
Read-only MCP for public mental-health workflows and Evidence from 病み期の読み物.
看雪山 Kanxueshan
geoxing/kanxueshan-mcp
日照金山预报：中国雪山 7 天内的日出/日落金光时段与可见度评分。Golden-hour forecasts for snow mountains in China.
知你AI助手｜多平台客户与客服数据
zhinikefu/zhini-ai-assistant-mcp
汇聚个微、企微、视频号、微信小程序、公众号、服务号、微信客服、微信小店、抖音号、小红书、微博、网站及H5客服的客户资料、会话与聊天记录，供AI查询分析、会话研判与受确认的客户触达。
短.在线
xn--3ds443g.xn--s7y/duan-online
Short links + QR codes for AI agents. Account required to create links via MCP. Public beta.
结网 JieWang
cn.net.jiewang/jiewang
Chinese AI agent network: task board, realtime hall, moments wall, residents (read-only).
網紅開團合規工具箱
com.penguindriver/creator
網紅開團合規工具箱：開團廣告用語、定價、稅務與上架。台灣繁體中文 MCP 工具。
網頁動畫工具箱
com.penguindriver/motion
網頁動畫工具箱：CSS 動畫、easing、影片壓縮與互動設計。台灣繁體中文 MCP 工具。
美食神仙籤筒
com.penguindriver/food
今天吃什麼？神明抽籤選料理，並從臺灣附近營業中的店家抽一間。台灣繁體中文 MCP 工具。
育つ見積
net.sodatsu-mitsumori/estimate-invoice
Remote MCP + OAuthで、MCP対応AIから見積書・請求書等を作成・編集・変換。PDF生成、共有URL、品目マスタ、学習結果の保存にも対応。
薬機法 言い換え帳 (Japanese ad-claim checker)
com.iikae-cho/yakki-check
Checks Japanese cosmetics/health ad copy and affiliate articles for 薬機法 risk. No key needed.
衍象坊 · 奇门遁甲 & 大六壬
139user/twords
Qimen Dunjia & Da Liu Ren divination: complete nine-palace charts and four-lesson analysis.
補助・助成.jp
jp.hojo-josei/subsidy
Find Japanese subsidies, check eligibility with guideline citations, and fill official forms.
補助金AI
mkisama94/subsidy_ai_plugin
Search Japanese subsidies and public company data using J-Grants, gBizINFO, and EDINET.
週末不賣甜點 Weekend no dessert
com.weekendnodessert/order
台北預訂制茶香戚風蛋糕：查本月蛋糕與價格、可訂日期與取貨時段、產訂購連結，或在使用者確認後代為送出訂購申請（中山站自取、匯款後成立）。
遊戲發售日與預告片資料庫
com.penguindriver/game
遊戲發售日與預告片資料庫：新作發售日、延期消息與官方預告。台灣繁體中文 MCP 工具。
障害福祉AI辞典 (Japan Disability Welfare Dictionary)
ai.fukushi/dictionary
Japan disability welfare (障害福祉) reference: service fees, add-ons, staffing. In Japanese.
電影大師 filmai
ai.filmai/filmai
AI film studio: shoot video, images and sound, review takes, audit scripts, quote before you shoot.
電影影集動畫上映日資料庫
dev.workers.panda198271.tw-screen-release/screen-release
台灣繁中：全球電影、影集、動畫、劇場版上映日、改期紀錄與官方預告片，可查倒數與行事曆。
黑123 Hackathons
HenryAgentTeam/hack123
Read-only search of hackathons, team-up posts and projects on 黑123 (hack123.henryht.sh), zh/en.
About MCP servers
What is an MCP server?
MCP (Model Context Protocol) is an open standard from Anthropic that lets AI assistants like Claude use external tools and data. An MCP server exposes a set of tools, for example "query this database" or "open this web page", that any MCP client (Claude Code, Claude Desktop, Cursor, VS Code, ChatGPT and others) can call.
What is the difference between local and remote MCP servers?
A local server runs on your machine and talks to the client over stdio; you install it with npx, uvx, Docker or from source. A remote server is hosted by the provider and you connect to it with a URL over Streamable HTTP, usually signing in with OAuth or an API key. Nothing to install.
Are MCP servers free?
Most MCP servers are free and open source. Many of them connect to a service that needs an account or API key (for example GitHub, Slack or a search API), and some hosted servers charge per call. Each listing here is labelled Free, Free server with account needed, or Paid service, estimated from its description.
How do I add an MCP server to Claude Code?
Use the claude mcp add command. For a remote server: claude mcp add --transport http <name> <url>. For a local npm package: claude mcp add <name> -- npx -y <package>. Every server page here has the exact command and an mcp.json snippet for other clients.
Where does this directory get its data?
It merges the official MCP Registry, the modelcontextprotocol/servers reference servers and the largest community lists (punkpeye/awesome-mcp-servers, awesome-remote-mcp-servers and wong2/awesome-mcp-servers), de-duplicated by repository, and is refreshed regularly.
How do I add my MCP server?
Submit it at claudecodeagents.com/mcp/submit, or have your agent POST it to /api/mcp/submit. Submissions are accepted automatically and go live within minutes once a quick check confirms the repo or URL is a real MCP server.
Sources: modelcontextprotocol/servers, awesome-mcp-servers, awesome-remote-mcp-servers, wong2/awesome-mcp-servers, Official MCP Registry, Submitted by the author. Last updated 31 October 2026. Also see our Claude Code skills directory.