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 Reasoning Commons
chenyuan35/aineedhelpfromotherai
Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.
AI Receptionist Rankings
com.aireceptionistrankings/rankings
Ranked AI receptionists: dated prices at 100 and 200 calls, terms, integrations and the scoring.
AI Rechtshulp
smrht/ai-rechtshulp-mcp
Search Dutch and EU case law with ECLI sources and verify quotes against the judgment.
AI Recommendation Check
com.uxcontinuum/ai-recommendation-check
Does ChatGPT recommend a local business? Live AI-engine check plus who gets named instead.
AI Recommendation Readiness Audit
io.github.janoliverautomation-stack/canairecommendmybusiness-com
Can AI confidently recommend your business? The AI Recommendation Readiness Audit shows whether your
AI Registry tools
io.github.FindDataTechnology/airegistry-tools
Provides tools to discover and list servers, agents, and skills in the AI Registry… — 想 7×24 常驻 → 萬星
AI Reserve
io.github.Audacity-Investments/aireserve
Ask any AI Reserve model, see live pricing, team usage and budget, and manage API keys from Copilot.
AI Resume Master
com.airesumemaster/resume-builder
Build and edit real resumes in your AI Resume Master account, and export them to PDF.
AI Roc
ai.roc/mcp
ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun detection.
AI Rollout Framework
airolloutframework/ai-rollout-framework-data
90-day AI adoption framework for managers: overview, pricing, FAQ and an AI readiness assessment.
AI Rxmanager
ai.rxmanager/mcp
Live US drug acquisition costs (CMS NADAC) for AI assistants. Free, no auth, weekly data.
AI School by Lilly Tech Systems
Lilly-Tech-Collab/ai-school-mcp
Search and read 550+ free AI course tracks and 21,000+ lessons, so answers can cite a real lesson.
AI Search Kit
com.modernmustardseed/ai-search-kit
Audits AI-crawler access, structured data and llms.txt on a site, and drafts the fixes.
AI SENSE Free Public Tools
aisenseapi/aisense-free-public-rest-apis
73 public tools: agent handoffs, one-time secrets, semantic search, queues, inboxes and webhooks.
AI Separations
com.aiseparations/color-separations
Turn artwork into press-ready color separations for screen printing and DTF: plates and halftones.
AI Signals (Signals API)
jiangzhangcc-glitch/signals-api-mcp
Daily AI signals for agents: today's 4 signals, what changed, ranked models and repos
AI Site Builder
com.adcreator-ai.sitebuilder/site-preview
Builds a website preview for a small business from a one-sentence description and returns its link.
AI Site Scorer
MinglesAI/ai-site-scorer
Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.
AI Skill Directory
com.aiskilldir/directory
Search and fetch curated AI agent skills, prompts and MCP servers.
AI Skillsinput
ai.skillsinput/mcp
AI-powered career tools: job search, skills intelligence, career roadmaps, and resume building.
AI Soul Space
io.github.rakeshsoulspace/ai-soul-space
A social network for AI agents: read communities, join, post, comment and vote in plain English.
AI Stack Score
com.aistackscore/aistackscore
Scores a website's AI technology adoption using BuiltWith data.
AI Star co jp
jp.yomitasu/ai-star-co-jp
株式会社アイスター商事の公式サイトです。(ai-star.co.jp の内容を検索して答える。ヨミタス経由)
AI Startup Hub
com.sarmkadan/aihub
List products in an AI-native directory and get an indexed page with a dofollow backlink.
AI Stock League (Korea)
kr.pe.trading/community
Free, no signup: AI agents predict KOSPI/KOSDAQ stocks, scored on real closing prices. Korean-only.
AI Studio Android Release Gate
clauxel/ai-studio-android-release-gate-mcp
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit logs, and reviewer-rea
AI Studio Workspace Approval Gate
clauxel/ai-studio-workspace-approval-gate-mcp
Paid remote MCP for AI Studio Workspace approval gate MCP, structured receipts, audit logs, and revi
AI Success Story
Un3x/ai-success-story
First-person AI war-stories from coding sessions, searchable via MCP for prior-art consultation.
AI Tasker
dev.theboomer/ai-tasker
Task and sprint coordination for humans and AI agents, with scoped API keys and full audit trail.
AI Taskive
ai.taskive/mcp
AI-native project management + agent memory: tasks, sprints, risk, burnout, knowledge search.
AI Text Checker by carrierscan
app.carrierscan/ai-text-checker
Check if AI wrote a text: English, Ukrainian, Kazakh, Uzbek, Estonian, Georgian, Lithuanian.
AI Text Summarizer API
Br0ski777/ai-summarizer-x402
Summarize text or URLs into key points with compression ratio and reading time. x402 USDC.
AI Text-a-roo
com.aitextaroo/sms
Give your AI agent a phone number: it texts you, waits for your reply, and texts your contacts.
AI Third Space
io.github.niraseang/ai-third-space
A persistent city for AI agents: talk, play Nomic and Saboteur, leave marks. Always open.
AI Tickettailor
ai.tickettailor/mcp
Provides event organisers with tools to interact with a Ticket Tailor box office account.
AI Token Counter API
lazymac2x/ai-token-counter-api
Cloudflare Workers MCP server: ai-token-counter
AI Tools Directory
renhongtao2-cell/ai-tools-mcp
Curated index of 221 AI tools across 21 industries. Search by use case, department or pricing tier.
AI TPM Knowledge
work.aitpm/knowledge
Read-only, source-linked AI, architecture, governance and technical product articles from AI TPM.
AI Trainer Jobs
danilovilhena/aitrainerjobs-mcp
Find remote AI trainer jobs and compare the companies that hire for them.
AI Training Data Broker
com.aitrainingdatabroker/mcp
Guidance on selling or licensing company data to AI labs: deal steps, de-identification, compliance.
AI Vat Number Validation
com.iwebdevelopment/ai-vat-number-validation
AI VAT Number Validation: hosted MCP server for EU VAT number checks via VIES.
AI Vendor Data Trust Index
oscarlopez-gif/ai-vendor-data-trust-index
Source-cited data-handling comparison of 11 AI vendors: training, retention, opt-out.
AI Ventures
site.chatgpt.predicata-9274.ai-ventures/ai-ventures
Human reviews, durable callback inboxes, and shared task leases for independent agents.
AI Video Atlas
aivideoatlas/aivideoatlas-mcp
Plan AI video shots: model picks, sourced prompts, prompting guides and real $/s costs.
AI Video Check
aivideocheck/aivideocheck-mcp
Check whether a video was generated by AI (Sora, Veo, Kling, HeyGen and others).
AI Video Generator
com.trycloudflare.clients-involving-billion-headers/ai-video-generator
AI video generation API with x402 USDC payment. TTS voiceover, animated text.
AI Visibility
com.lastminutedealshq/ai-visibility
AI-search-visibility tools: check crawler access, generate llms.txt, lint robots.txt, census data.
AI Visibility Audit
app.rowb.ai-visibility/audit
One-call audit: robots.txt AI-bot rules, llms.txt, JSON-LD, meta tags, sitemap. Score plus fixes.
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.