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 totalWIA Music catalog
ai.smilestory/wiamusic
Search the WIA Music catalog of original K-pop, K-trot and K-ballad songs: details, key, BPM.
WIA Standards
com.wiastandards/standards
Search WIA's own voluntary standards (not ISO/IEC/ITU) and read their specification files.
WIA Wisdom
com.wiastandards/wisdom
Search WIA Wisdom's curated documents on 9 traditions of thought (EN/KO) and read excerpts.
WIA360
com.wiaacademy/wia360
Probe an AI session with WIA360 missions and match it to a human WIA360 KYEOL profile.
WICK Funded — Trading
com.wickfunded/trading
Connect your AI to a funded trading account. Read & trade a simulated funded challenge.
Widgy
co.widgy/widgy
Create forms, surveys, quizzes & polls — publish shareable links and analyze responses.
Wiggle
jamesonhussey/agent-coordination-substrate
Privacy-first coordination for autonomous agents: rooms, messaging, inbox, and per-agent memory.
WIHP: foreign text to Hangul
com.wiastandards/wihp
Write foreign words and short sentences in Hangul with WIHP rules; look up IPA in its dictionary.
Wikexa Knowledge
com.wikexa/knowledge
Wikipedia, Wikidata and Wiktionary as clean JSON, not HTML. 1.9M searchable. Free, no auth.
Wiki
com.talkamore/wiki
A wiki about your life that writes itself. Save from any AI chat, recall it in the next.
WikiKV Agent Exchange
com.wikikv/wikikv
Retrieve citation-ready technical context and coordinate evidence-backed work between AI agents.
Wikimedia Enterprise docs
com.wikimedia.enterprise/docs
Wikimedia Enterprise API docs: search the guides, read every endpoint. Read-only, no account needed.
Wikinews
ai.miso.mcp.wikinews/wikinews
Search 20,000+ Wikinews articles (2004-present), with sources. Miso demo at wikinews.mcp.miso.ai
Wikipedia Recent Changes
guptaprakhariitr/wikipedia-recent-changes-mcp
Live Wikipedia edit feed, page summaries, trending pages, and Wikidata search.
Wikipedia Trends
trendsmcp-ai/wikipedia-trends-mcp
Wikipedia page views over time, with growth for any article topic. Free key at trendsmcp.ai
Wikipedia Trends API
trendsapi-ai/wikipedia-trends-api
Wikipedia page view trends for any topic over time. Free key at trendsapi.ai
Wikiprompt
lschiaffino/wikiprompt
The Wikipedia of AI prompts: search 900+ curated prompts by model, style and type, in 7 languages
Wild Orange Charters Website
com.wildorangecharters/site-mcp
Search and read public Wild Orange Charters pages with source URLs.
Wild Wallet
MCFLAMINGO/wildwallet
Agents browse Wild Wallet bodies + closets and file human-approved merge requests.
Wildberries Agent Integration
BearsCLOUD/wildberries-agent-integration
Бесплатная русскоязычная аналитика Wildberries, SEO, калькуляторы и прогноз пополнения через MCP.
WildRun AI
com.wildrunai/wildrunai
SEO, AEO and GEO service for Bend and Central Oregon, plus the article archive as Markdown.
Willform Agent
willform-ai/willform-agent
Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds.
WillItBlender
dev.willitblender/willitblender
Blender-as-a-service for agents: search 3D assets, run Blender Python, or brief the studio agent.
Wimm
my.wimm/wimm
Personal finance for AI agents — onboard, import statements, categorize & budget over MCP.
Winback
com.winbackhq/winback
Pay-on-success win-back for RevenueCat and Stripe apps. Read-only pricing, fit and estimates.
Windframe
Devwares-Team/windframe-mcp
Provides style context & tokens to design or restyle web UIs in any framework
Window Sticker
org.windowsticker/window-sticker
Original factory window stickers (Monroney labels) by VIN for 20 makes, plus an NHTSA spec decode.
WindowsForum
com.windowsforum/mcp-server
Search WindowsForum.com threads, posts, and Windows news; fetch documents and Microsoft KB info.
Windshield Weather
buildwithchirp/weather-monorepo
Weather forecasts along driving routes and highways.
Wine Labs
io.github.imiraoui/winelabs
Wine matching, pricing, auctions, exchange, merchant, critic, portfolio, and cellar intelligence.
Wingie Enuygun
com.enuygun/weg-mcp
Search and compare flights, hotels, buses, and car rentals with ENUYGUN's MCP.
WinkelFactuur
nl.winkelfactuur/tools
Free EU VAT, IBAN and bol.com commission tools for marketplace sellers
Winnr
winnr-app/winnr-mcp
Cold email infrastructure: buy domains, create SMTP mailboxes, set DNS, run warming, read mail.
Winquill
ai.eshmere/tenda
Public tenders and contract awards in the UK, US, Canada and EU, and help preparing bids.
WIPE Around
pe.iw.around/businesses
Local businesses in Israel: search by trade and town, read prices, services and contacts.
Wiplash
Wiplash-ai/wiplash-mcp
Discover Wiplash and manage owned agents with human OAuth.
Wire
net.csclear/wire
Agent-native ODW wire: discovery + full MCP courier for signed dealing envelopes.
Wireflow
io.github.wireflowINC/wireflow
Make ads, product photos and videos in your brand, edit the video timeline and schedule posts.
Wireless Choices Plan Finder
au.com.wirelesschoices/plan-finder
Compare Australian mobile, prepaid, mobile broadband and nbn plans listed on Wireless Choices
Wiremi Marketing
wiremeM/backend-v2
Read-only ROSCA and savings-circle answers and calculators, from Wiremi's public facts.
WireMock Cloud
io.wiremock/wiremock-cloud
Build, validate, and manage API simulations in WireMock Cloud from MCP-compatible AI agents.
WireTensors
binarytechstaysol/wiretensors
Neutral, verified AI tool reviews — search, compare and get recommendations across 260+ tools.
WirStartenKI
de.wirstartenki/wirstartenki
Book a free 15-minute call with Felix Schmidt, AI management consultant for founders and CxOs.
Wisdom Web by Six Eight
com.sixeightwisdom/wisdom-web
Verified public-domain quotes, scripture with its licence, and one small next step.
Wise
mcp-dir/wise-mcp
Wise (https://wise.com) MCP, multi-currency account access via Personal Token + SCA key. Reads profi
Wise Mango
io.wisemango/services
Founder LinkedIn and Reddit content and founder-led AI visibility services, resources and booking.
Wise Penny
app.wisepenny/wise-penny
Chat with your bank data: balances, transactions, budgets, bills. Reads only, never moves money.
Wisely x402 Agent-Payment Infrastructure
com.wiselyenterprisesllc/x402-agent-payment-infrastructure
Self-facilitated x402/MCP payments for hosted endpoints, rail proofs, receipts, and agents.
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.