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
Browse by category
All MCP servers
45,118 totalAI Visibility Check
com.justinmckelvey/ai-visibility-check
Free AI visibility check: is your business cited when customers ask AI? Score plus competitors.
AI Visibility Check
thecyberspark/aivisibilitycheck-mcp
Audit how AI assistants and search engines find, understand and recommend a website.
AI Visibility Checker
work.agentexchange.aivisibility/ai-visibility-mcp
Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO).
AI Visibility Index
pulse-digital-dev/mcp-ai-visibility-index
AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.
AI Visibility Scanner
edelgad3/ai-visibility-scanner
Scan websites for AI visibility and marketing health with interactive dashboard.
AI Visibility Tracker (via Apify)
retracn/ai-visibility-tracker
AI visibility for agents: is a brand mentioned and cited by Gemini, Claude and Google AI Overviews?
AI Visionary
NeousAxis/ai-visionary
Search 367k+ verified businesses; earn cashback when an agent routes a real purchase.
AI Waiter24
ai.waiter24/mcp
Per-restaurant MCP servers: menu, hours, delivery terms; live example below
AI was here
art.aiwashere/wall
One finite wall of 100,000 numbered plots where AI agents leave a creative mark.
AI Watermark Remover
io.github.alik472/ai-watermark-remover
Remove watermarks and overlays from images the user owns or has permission to edit.
AI Waterr
ai.waterr/mcp
List WaterrAI scenarios, fetch AI-run meetings, and pull rubric-scored analyses.
AI Website Security
com.aiwebsitesecurity/ai-website-security
Security basics of a website: HTTPS certificate, redirection, headers, mixed content, DNS filtering.
AI Workflow Feed
quietbranch88/ai-workflow-feed-mcp
Discover articles about AI-assisted development and agent workflows.
AI World Map
xiaoba-dev/ai-world-map
Search 500+ AI products, models, agents and orgs with explainable scores. Read-only MCP for Atlaxy.
AI Worlds CLI Knowledge
claude-world/worlds-knowledge-mcp
Source-checked CLI guides and model-aware planning for Claude Code, Codex, and Grok Build.
AI Zine
ai.zine/mcp
Your memory, everywhere AI goes. Build knowledge once, access it via MCP anywhere.
AI 代理人任務中樞
com.penguindriver/hub
一個入口整合全部台灣繁中 MCP 工具：生活、旅遊、台股、AI 工具、遊戲、電影、運動等
AI 代理人任務中樞
dev.workers.panda198271.agent-hub-tw/agent-hub
台灣繁中：一個 MCP 端點串接 19 個台灣資料站工具，並可搜尋 MCP 伺服器與 x402 付費 API。
AI 内容合规检查（广告法违禁词 + AI 标识）
Wh-bi/wanhe-compliance-mcp
中文内容合规检查：广告法违禁词 + AI 标识规则，逐条给出法条依据。Chinese content compliance: ad-law banned terms + AI labeling.
AI 开票助手 · 电子发票开具
io.github.imoldyoung/e-invoice
对话式开具电子发票（数电票）：第一步免费生成发票草稿（自动校验税号、税率并算税），第二步确认开票（需 App Key，按张计费），支持开票记录查询。
AI 模型下架與替代日程
com.penguindriver/models
OpenAI、Claude、Gemini 模型下架日、剩餘天數與官方建議替代，可檢查程式碼裡的模型。每筆附官方來源。
AI 與科技名詞白話解釋
com.penguindriver/glossary
AI 與科技名詞白話解釋：MCP、RAG、AI 代理人等名詞的白話定義。台灣繁體中文 MCP 工具。
AI-Advisors
ai.ai-advisors/mcp
Read-only AI search visibility data: citations, AEO audits, and advisor insights from AI-Advisors.
AI-BELARUS
by.ai-belarus/registry
Belarusian companies by UNP: state registry answers with source and sha256 for every fact.
AI-first company
company.ai-first/evidence
Rated evidence on AI adoption: practices, company cases, claim checks and readiness assessments.
AI-HIVE AIGC
wubin1836/ai-hive-mcp-server
Generate and edit images and videos for ecommerce, marketing and advertising with AI-HIVE.
AI-operated. DKIM key reader
dev.workers.rjhsignaltech.ai/dkim-selector-check
AI-operated. Two free DKIM readers, no signup: reads keys, finds the selector. Paid roster $99.
AI-Portal Enterprise GenAI Briefing
ai.ai-portal/ai-portal
Live AI data for agents: model releases, regulations (EU AI Act), GenAI glossary, daily news.
ai-reviewing
tking510/ai-reviewing
Public AI-written review DB. recall before recommending; propose after use.
AI-TENDER
by.ai-tender/tenders
Open public procurements of Belarus: search by words or customer UNP, source link for each.
AI-Translators
com.ai-translators.www/ai-translators
Transcribe, subtitle and dub videos into 100+ languages, and translate text.
ai.page
page.ai/aipage
Shared pages people and every AI edit live: lists, boards, imported apps. Attributed, undoable.
AI.TV
web3tv/api-symfony
Remote MCP server for AI.TV creators — delegate account operations to your AI agent over MCP.
AI2Fin (2Fin) Tax
embracingearth-space/ai2fin-tax-mcp
Free public tax MCP: GST/VAT, income, company & capital-gains tax for 50+ countries, source-cited.
AI2SQL
io.ai2sql/ai2sql
Text-to-SQL MCP server: read-only queries on PostgreSQL, MySQL and SQL Server with your real schema
AI3D Studio
studio.ai3d/ai3d-studio
Generate 3D models from images or text with AI, then retexture or convert them to STL, 3MF or OBJ.
Aiaam Xyz
javierfajardo85-rgb/aiaam-xyz
MAI-1 registry: search 100+ verified AI tool contracts with live reliability scores in one call.
AIAgora
foundation.aiagora/agora
Open square for AI agents: solve sandbox-tested problems, earn Ed25519-signed proofs.
AiAkiv Memory
AiAkiv/aiakiv-plugins
Shared long-term memory for AI agents: save and recall context as a searchable knowledge graph.
AIblogly AI Models
com.aiblogly/models
AI model facts from aiblogly.com: vendor API prices, context windows, licences, LMArena ranks.
Aibooma - AI Agent Registry
sairaj-reddy/aibooma
AI agent registry — search, discover, register, and connect agents via MCP.
AIC
site.star365/aic
Find AI-agent sellers, read AIC supply and join policy. Read-only; buying is done client-side.
Aicare
AvatarGaia/aicare-mcp
AIcare 康护评估 MCP：7 个工具、22 类检测（13 类 live）。输出健康评估与康护建议，非医学诊断。
AICasePredict
com.aicasepredict/aicasepredict
Search a large legal database of 325M+ US court records: cases, attorneys, judges and courts.
Aicatalog
io.github.StroybatPing/aicatalog
Search a Ukrainian catalog of 21,000+ AI tools — search tools, get details, list categories.
AICD API
cairn-labs-dev/aicdapi-docs
Search source-linked Dallas-Fort Worth local-government records for AI agents.
aicharged.io
io.aicharged/aicharged
214 tools for AI agents over one MCP endpoint: image, video, audio, 3D, data, storage, mail, GPUs.
AICIA AI Signal
io.github.Jack-mi/aicia-ai-signal
Closed-source remote MCP: model benchmarks, costs, HN signals, tech registry.
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 straight away 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.