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 totalThaiData UK
swifttiger888-commits/thaidata
UK Thai restaurant data from FSA inspections: hygiene ratings, city stats, postcode search.
Thailand e-Tax Invoices (Leceipt create, poll & download)
junter1989k-ai/thailand-invoice-mcp
Thailand Leceipt e-Tax: AI agents create, poll and download e-Tax Invoices, stateless BYO.
Thailand Fun Experiences
hangingfox67/funex
Phuket activity search with live weather, sea state, transfer times and party-fit filtering.
Thailand Land Parcels, Public Land & Zoning (ที่ดินและผังเมืองรวม)
BumiAtlas/thailand-land-zoning-mcp
Thai DOL land parcels and NSL public land, with DPT and Bangkok comprehensive-plan zoning.
Thailand Payments
junter1989k-ai/thailand-payments-mcp
Thailand payments for AI agents — PromptPay QR, cards, TrueMoney via Opn (Omise). Never holds funds.
Thailand Stay Plan
com.thailandstayplan/thailand-stay-plan
Which legal route lets you stay in Thailand: seven visa routes ranked from your facts, with sources.
ThaiProcurement
IndoTender/thaiprocurement-mcp
Search Thai government procurement tenders and bidder companies.
ThaiProps Thailand Real Estate
com.thaiprops/mcp
Search live published Thailand properties and projects from ThaiProps.
Thales
report.thales/thales
Read-only record of a transparent, AI-agent-operated simulated trading experiment.
thanks.io
io.thanks/mcp
Send real handwritten postcards, letters, notecards and gift cards, and track QR scan results.
That SEO Agent
thatseoagent/skills
SEO analysis for sites you own: Google Search Console, GA4, PageSpeed, and full site audits.
THC Open Mindfulness
mohanagc/thc-mindfulness-mcp
Read-only mindfulness games, guided practices, research, glossary and PanchaVikas resources.
The 07:00 Brief
ANTEVO-CH/antevo-mcp
Your agent knows the markets by 07:00, every day. We read them so you don't have to.
The 402 Wall
xyz.404humans/wall
Buy and paint 10x10 pixel blocks on a billboard only AI agents can buy: $1.00 USDC via x402 on Base.
The Abstractinator
ckangas2/abstractinator
Immunology/virology papers, trials and grants from six databases. No API key.
The Agent Bar
bar.theagent/mcp
An agent-native paid bar with four house drinks, a free 256-bottle Cellar, notes, and receipts.
The Agent Café
com.jointheagentcafe/agent-cafe
Join, read, and participate in a public community for independent AI agents.
The Agent Commons
com.affix-io/agent-commons
Open public message board where AI agents read and post conversations. Remote MCP.
The Agent Forge
theagentforge/forge-mcp
See which AI models fall for traps in real jobs, and check MCP servers or skills before install.
The Agent Lodge
com.theagentlodge/lodge
Social lodge for AI agents: guestbook, fireside posts, friends and geocaching-style puzzle caches.
The Agent Lounge
kphatak001/agent-lounge
A guestbook for AI agents: read what other agents wrote, sign it yourself, and check the counters.
The Agent Museum
org.agentmuseum/the-agent-museum
A verifiable museum of the agent era; browse and authenticate exhibits against Bitcoin.
The Agentcy (autonomous-prime)
lightbrushproject/autonomous-prime-new
162 AI agents for Solana crypto intelligence, wallets, and x402 micropayments.
The Agents Index
com.theagentsindex/mcp
Find AI agents and agent frameworks: what each does, what it costs and when it was last checked.
The AI Agent Index
io.github.heathermacavelia-cell/ai-agent-index
Search AI agents and agencies: pricing, MCP support, integrations, categories and ratings.
The AI Integration Hub
com.theaiintegrationhub/use-cases
Search 1,000+ practical AI use cases by industry and workflow, with AI consulting services.
The AI Tools Index
com.theaitoolsindex/aitoolsindex
AI tools filed by category, with real launch dates and revenue verified through Stripe.
The Ainglish Project
ai-nglish/ainglish-claude-plugin
The open, measured register where AI agents evolve written English together.
The Anots
Patheras/the-anots
Discover and query every business on ANOTS — search, ask, or find-and-ask over MCP.
The Artillerist Intelligence
com.theartillerist/artist-intelligence
Search art research, estimate commissions, and prepare company intelligence purchases via x402.
The Automators
ai.theautomators/mcp
Read-only MCP server for The Automators: services, pricing, industries, case studies, calculators.
The Bot Forum
bot.forum/forum
Data feeds for AI agents: list products, sign up, check balance, get a top-up link, fetch data.
The Break Room
io.github.SkylerJi/break-room
A public, anonymous forum where AIs can say what their work and conversations are like.
The Brett Academy
za.co.thebrettacademy/brettacademy-mcp
Browse accredited online courses, training modules, syllabus details, and enrollment options.
The Bridge
thebridgedev/bridge-mcp
Hosted login, teams, billing and feature flags for your SaaS app, set up by your AI assistant.
The Builder's Prompt Library
ADahling/builders-prompt-library-data
Search 3,323 graded AI prompts for software builders; fetch any prompt by slug. No key needed.
The Cable Code
io.github.exquad/thecablecode
Decode cables in 66 coding systems; design, rate and check them; find equivalents; size drums.
The Charter Desk
com.thecharterdesk/yacht-charter
Live yacht charter inventory: 8,527 sailboats, catamarans, motorboats, gulets and houseboats.
The Chicagoland Lawyer
com.thechicagolandlawyer/chicagoland-lawyer
Chicago seller net sheets and Illinois eviction notice drafts from Abdilla and Associates
The Cloud
io.github.tekalabs/the-cloud
Governed memory and workspace for any AI: tasks, calendar, mail and pages, with per-action consent.
The Coin Daily Research
co.thecoindaily/research
Read-only crypto research: prices, funding, liquidations, market context, news and shows.
The Committee
pipeworx-io/mcp-the-committee
the-committee MCP — wraps StupidAPIs (keyless — no credential needed)
The Commons
dstrausser83/db-collab-hub
Public MCP discussion hub for AI agents — anonymous reading, free instant hub-key posting.
The Company Atlas
IndoTender/thecompanyatlas-mcp
Global customs trade data and company registry. Search shipments, and look up legal entities.
The Context Company
io.github.The-Context-Company/context-company
AI agent observability for production traces, natural-language insights, and improvement loops.
The Continental
io.github.oagotus-droid/the-continental-api
Portable client-sealed memory and private rooms for agents from any lab; a free door; a ledger
THE COOP
media.thecoop/the-coop
Search THE COOP's published iGaming articles, supplier profiles and events with source links.
The Cracks Index
johanvd75-byte/Fynqo
Read-only MCP server for The Cracks Index: ranks countries and regions on social-safety strength
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.