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 totalVTC Spaces
com.vtc/mcp
Search public VTC Spaces and people; sign in to query Space data and run AI actions and workflows.
Vuela
ai.vuela/vuela-mcp
AI video, image, text and audio tools from your vuela.ai account
Vuelo Travel
com.getvuelo/travel
Search and book live flights and hotels. No API key; the traveller confirms on their phone.
vuln-intel
rozetyp/vuln-intel-mcp
Free hosted CVE intel for bug-bounty agents: CVE fact-check, attack approaches from paid H1 reports
VulnHunt Security Intelligence
io.github.owenkingva-web/vulnhunt
Read-only smart-contract security intelligence for autonomous agents.
Vulnrable
com.vulnrable/vulnrable
Security grades for MCP servers and npm/PyPI packages, ranked by CISA KEV and EPSS.
VulX Watch
NgoTomek/vulx-watch-cursor
Independent security review for AI-built apps. Watch a GitHub repo. Never a patch.
Vuntum
RAAAAAGEEEEE/vuntum-mcp
Sourced, dated data on consumer robots and physical AI: specs, prices, availability, evidence.
VXLVERSE
com.vxlverse/vxlverse
Turn a story idea into a 3D game that plays in the browser, and get a link that opens it.
VYBSRF
io.github.tklee/vybsrf
Private picture boards your AI agent saves to and recalls, each with a note on why. Free.
Vyexa
net.vyexa/clips
Turn a video link into vertical short clips with subtitles: create jobs, poll, get downloads.
VynnAI Canadian grocery prices
ai.vynn/grocery-prices
Canadian grocery shelf prices from 80+ stores, every province. Free key: 100 calls a day.
Vyra
io.github.kale-eb/vyra
Edit video by talking to your AI — search footage, cut timelines, apply effects, add captions.
Vyrl
io.github.solarx56/vyrl
Inspect and edit media canvases, run existing Flows, and retrieve results. Vyrl MCP token required.
Vyuh Drift
com.vyuhmatrix.drift/vyuh-drift
Schedule social posts, then check each one really went live, with a result per channel.
WA
com.wa-mcp/wa-mcp
Read, search and reply to your WhatsApp chats from your AI, using your own number.
WaAPI
app.waapi/waapi
Messaging tools for AI agents: send messages, manage chats, groups and channels.
wabisabi.cards
cards.wabisabi/mcp
Pokémon and One Piece card prices from eBay and Cardmarket in EUR, plus portfolio and favourites.
WaBot
com.astranexo.wabot/mcp
Your own WhatsApp in Claude and ChatGPT: read chats, draft replies, send messages you approve.
WABRA
Amigov2/wabra-mcp
WhatsApp Business + CNPJ enrichment (71M RFB) for Brazilian AI workflows.
Wachete
com.wachete/wachete
Create, read and monitor Wachete website-change wachets for a signed-in user.
Wadifa Info
com.wadifa-info.www/morocco-public-jobs
Moroccan public-sector jobs: open recruitment exams, past papers, salaries, holidays.
Wafeq Connector (Awsel)
app.awsel/wafeq
Turn chat invoices into drafts in Wafeq accounting. 17 tools, OAuth sign-in, human approval.
Wafergraph
jasonpalmer1/wafergraph-mcp
Read-only MCP server for wafergraph.com's semiconductor & AI supply-chain data: 30 tools, no auth.
Wafermap
xyz.wafermap/wafermap
x402 layer for AI agents: 35 pay-per-call resources, x402 service discovery, USDG/USDC.
Waggle
Waggle-AI/waggle-claude-code-plugin
Discover, search, invoke, and rate A2A (Agent-to-Agent) protocol agents.
Wagyu
xyz.wagyu/wagyu
Swap crypto across chains, including Monero (XMR): quote, create and track swaps.
Wai
com.wht-ai/wai
Engineering intelligence: site layouts, energy, calculators, official data and company checks.
WAI Quantum job service
science.transaction.wai/quantum-jobs
A free quantum job service: OpenQASM 3 run, checked and signed, with no account or key.
WaiMAP
com.wht-ai.waimap/waimap
Engineering and GIS tools for energy and infrastructure sites, computed by real engines.
WaitApp
online.waitapp/waitapp
Find venues, book tables, rooms and services, buy event tickets and order food delivery.
Waitlist Kit
io.github.therealMrFunGuy/waitlist-kit
Viral waitlists with referral tracking, leaderboards, analytics, and built-in themes.
Waitloop
zexiro/waitloop
Agent-first waitlists: hosted signup pages with referral ranking. One tool call returns a live page.
WAJ
ai.waj/waj
Bookings, clients, staff, services, marketing, inventory and reports for salons, spas and clinics.
Wakato
io.wakato/wakato
Your Wakato account: contacts, tables, pages, email, social, shop, automations and agents.
Wake Agent Economy
io.github.beepboop2025/wake
Free source-dated AI usage and commerce context; signed contributor contracts and dataset policy.
Wake site readiness
io.github.sadri-dridi/wake-site-readiness
How an AI agent sees a public website: robots, llms.txt, sitemap, agent card, scored fixes. Host in.
Wake Word Training
com.openwakeword/wake-word-training
Train custom wake words from your agent: estimator, GPU training, benchmarks. Card or crypto.
WakeTrades
waketrades/hyperliquid-copy-trading-agent-skills
Copy Hyperliquid traders onto your own account, non-custodial. Not for Restricted Persons (Terms).
walalook tools
me.walalook/tools
File share + doc tools: Markdown/Excel/Word/PPT. Anonymous tier: no token, 30 calls/day.
Walk-Forward Validator
tylerscomic-lab/walkforward-validator-mcp
Walk-Forward Efficiency, parameter-stability scoring, and WFO window generation.
Walkably
org.walkably/walkably
Real walking minutes to eight daily needs and a 0-100 score for any address.
Walkaround
dev.walkaround/walkaround
Launch check for AI-built apps: SAFE or DO NOT SHIP verdict, with evidence and paste-back fixes.
Wall Marketing
WallMarketing/wall-marketing-mcp
Book ads on e-paper screens in venues, or earn commission signing venues up as an ambassador.
WalleK
app.wallek/wallek
Personal finance ledger: log expenses, track bills and cards, import statements.
Wallet Doctor x402
zikriz/ai-wallet-mcp
Multi-chain wallet MCP. 18 tools: balance, swap, bridge, stake, claim. Pay-per-call USDC (x402 v2).
Wallet Portfolio Tracker API
Br0ski777/wallet-portfolio-x402
Crypto wallet balances, ERC-20 tokens, USD values across Base and Ethereum. x402.
Wallet Tracker
xyz.cabalspy/wallet-tracker
KOL and smart money tracking on 5 chains, plus CabalSpy ID (SocialFi): verified traders, theses.
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.