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
45,119 totalaiponge
mameziane/aiponge
private by default journaling, self-understanding, reflective songs, books, playlists, insights.
aipozi
aipozi-Analytics/mcp
Daily AI visibility: who ChatGPT, Claude, Gemini and Perplexity name instead of you. Domain tools.
AIPP Monetize
dev.aipp/monetize
Pay-per-action access to APIs and MCP tools over Lightning L402 and Base USDC x402.
AIProcurement Club
club.aiprocurement/procurement-agents
27 procurement specialists, fixed workflows and saved reports, routed through AIProcurement.club.
AiProfile
com.aiprofile/answers
Answers about local businesses, with sources, many confirmed by the owner.
AIProperty Phuket
com.aiproperty-phuket/mcp
Search live Phuket real estate: homes for sale, long-term rentals and new projects.
Aiqaramba
io.github.ajrogier/aiqaramba
Browser-based QA for AI-built software. Test pages with real browsers via agents.
AIR Bandenservice Haarlem
riceharvest/air-bandenservice-mcp
Car tyres in Haarlem, NL: search by size, all-in prices, fitting slots, order and pay via Mollie.
Air Pipe
io.airpipe/airpipe
Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client.
Air Quality
Lulu-The-Narwhal/lulu-platform
Free, keyless real-time air quality (US AQI plus PM2.5, PM10, ozone, NO2, SO2, CO) for any city.
Air Quality
varvararatta/botfactory-mcp
Stay ahead of pollution with our Air Quality MCP. Access real-time air quality data, including
air-routes.com
idragulin/air-route
Global scheduled passenger flight routes: which exist, direct or connecting, and days flown.
Airaptr
kody-w/airaptr
Verified, citable world numbers right now, each with a public tick and SHA-256 fingerprint.
Airaptr Github io
airaptr/airaptr.github.io
Verified, citable world numbers right now, each with a public tick and SHA-256 fingerprint.
Airbnb Data
DataLeadsPRO/airbnb-data
Airbnb search, listing details, and calendar availability as clean structured data.
AirCargoMCP
com.navo24/air-cargo-tracking
Air waybill (AWB) tracking across 80 cargo airlines, normalised to IATA Cargo-IMP milestones.
Airdrop Checker API
Br0ski777/airdrop-checker-x402
Check wallet eligibility for active crypto airdrops — LayerZero, EigenLayer, Scroll. x402.
AIRE Channel Bridge
credit-union-2-0-llc/aire-channel-bridge
AI-powered credit union discovery MCP server. Find rates, check eligibility, and open accounts.
AIReady
everyai-com/sahadeva
Scan and fix your site's AI discoverability: crawler access, llms.txt, JSON-LD. Free.
airealty 한국 법령 (법제처 OPEN API)
conoc612-a11y/airealty-lawmcp
대한민국 법령·조문·별표·연혁·판례·해석례를 법제처 국가법령정보 OPEN API 로 찾아보는 읽기 전용 MCP 서버. 코어 12 + 보조 12 도구.
Airefs
com.getairefs/airefs
Read-only AI search visibility, prompts, citations, competitors, and opportunities from Airefs.
Airfare Brain
jimiwalters-cmyk/airfare-brain-mcp
True cost of flight extras (bags, seats, fees) on 29 airlines in Europe and North America, sourced.
Airline Starlink Tracker
com.airlinestarlinktracker/starlink-tracker
Starlink WiFi status for United, Alaska and Hawaiian flights, with per-airline route odds.
Airparser
com.airparser/airparser
Extract structured data from invoices, receipts, PDFs, scans and emails into clean JSON.
Airport Lounge List
Airport-Lounge-List/mcp-server
Search 8,500+ airport lounges and check access by card or membership.
Airport Pickups London
com.airport-pickups-london/london-airport-transfers
Quote, book, track and see live cars near UK airports. Fixed prices; no signup to start.
Airport Weather & Delays (METAR, TAF, FAA)
pcp183/airport-weather
Airport METAR/TAF weather and FAA delays by airport code. $0.003/call via x402.
AirROI Airbnb
airroi/airroi-mcp
Airbnb MCP server for short-term rental data: occupancy, ADR, RevPAR, revenue, comps, live rates
AirShelf Catalog
ai.airshelf/catalog
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.
Airside Labs Aviation Tools
com.airsidelabs/aviation-tools
Aviation identity resolution and an AI use-case atlas, with provenance and temporal validity
Airtable MCP by InsightfulPipe
Insightful-Pipe/airtable-mcp-server
Hosted Airtable MCP server for Claude, ChatGPT and Cursor, with each action switched per account.
AIS CVE Priorities
ai.aislabs/cve
Daily CVE priorities ranked by real exploitation (KEV+EPSS) for AI agents; free teaser, paid full
AIS Trail
aistrail/mcp
Live AIS ship positions, vessel history, port calls and events, plus sanctions flags. Read-only.
AiSeek
dev.aiseek/aiseek
Verified world changes with sources: topics, companies, countries, SeekEarth and evidence receipts.
Aisha
com.hi-aisha/aisha
Verified local businesses, bookable by AI agents: services, prices, availability and appointments.
AISidekick
Prasanthpalaniswamy/aisidekick-mcp
AI-powered project controls tools for Primavera P6 and Primavera Unifier.
aisim.now
now.aisim/aisim
Travel eSIM data plans for 160+ countries: find a plan, buy it, install it and check data usage.
Aisle
wedding.aisle/aisle
Find wedding venues and vendors, estimate costs, and manage guests, events and wedding details.
Aisma
ai.aisma/aisma
Edit videos you already shot with plain words and reference photos. Framing and audio stay.
Aiso
io.github.BenUsername/aiso
Inspect AI brand visibility, tracked prompts, competitors, citations and search fan-outs.
AIStatusDashboard
aistatusdashboard/aistatusdashboard
Read-only MCP server for AIStatusDashboard status, incidents, metrics, and fallback recommendations.
AISTLabs
aistlabs-ai/aistlabs-mcp
Video, image and audio generation on top AI models for agents, with an AI director built in.
AIStrategyMiner
com.aistrategyminer/mcp
Design trading strategies with your AI and open them in a visual no-code Strategy Builder.
Aistudio Hw3
BowenXU0126/aistudio_hw3
Send personalized greetings with optional pirate flair. Compose friendly salutations for any name…
AISub
wujieshengzhang/aisub-mcp
ChatGPT, Claude, Gemini, Perplexity and Grok subscription prices by country, with price history.
AIT Advisory
io.github.Aramco2025/ait-execution-diagnostic
AIT Advisory: $2,400 executive diagnostic for organisational friction, decisions and AI workflows.
AITeamGuide AI agent prices
com.aiteamguide/ai-agent-prices
Read-only lookups of public AI agent pricing, free plans and source links. No API key.
aitocall
io.github.hodoolabs/aitocall
AI calls to South Korean numbers (+82), results and transcripts. 한국 번호 전용. Account & OAuth required.
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.