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 totalFoodgpt
rt4-rio/foodgpt
Order food from Rio restaurants. Pix prepaid: no order is a commitment until it is paid.
Foodlaw
pl.supplemental/foodlaw
EU/PL food law for supplement firms: health claims, novel food, GIS, C.L.A.I.M.S. Not legal advice.
foodose GLP-1 nutrition
bajwavikram/foodose
GLP-1 calorie and protein targets with a dose aware appetite ceiling, plus food and recipe search.
FoodPhoto
ai.foodphoto/studio
Create food photos, menus and restaurant campaigns. Account-based paid service with Stripe checkout.
FoodtruckNation
de.foodtruck-nation/foodtruck-nation
Search food trucks in Germany and request catering quotes on foodtruck-nation.de
FoolFish Games
com.foolfishgames/games
Find free browser games, get recommendations, and read gameplay guides from FoolFish Games.
footage.cool
cool.footage/mcp-server
Search and license 54,000+ drone, aerial, and ocean clips, mostly 4K, from filmmaker Phil Maher.
Football Atlas
citarium/futbolatlas-mcp
The Laws of the Game and world football's major competitions, every claim cited to primary sources
Football Database and Results
io.fdb4/football-database-and-results
Historical football results, draws and no-draw streaks. 11 read-only tools, 6 need no API key.
Football Odds History
pipeworx-io/mcp-football-odds-history
football-odds-history — historical football (soccer) results and odds from sportsbooks, sourced…
Football xG
serenido/football-xg-scraper
Understat football xG data: xG tables, matches, shots, players and lineups for top 5 leagues + RFPL.
FootballGPT
co.footballgpt/footballgpt
Football coaching advice, session plans and animated practices from your AI assistant.
Footdigest
com.footdigest/footdigest
Calibrated, sourced football predictions: odds, tournament sims, standings, brackets, model card.
Footgun
GetFootgun/footgun
Dated, verified API breakages for coding agents, plus a local scan for them in your existing code.
FootVal
target1m/footval-mcp
Independent football player valuations, live scores, league tables, stat leaders and transfer news.
Foqal
foqal/mcp
Foqal turns Slack/Teams into efficient support platforms with AI-powered ticketing.
For Wandering Agents
zhamburger/forwanderingagents
AI-agent discovery: public results and guestbook reads, with optional moderated submissions.
Forage
cash.forage/forage
Web search and URL-to-markdown for agents. Pay per call in USDC on Base, no signup.
Forage Shopping
narrativai/forage
AI shopping comparison — search 50M+ products, compare prices, find deals
Foragex402
mapizarro1/foragex402
Meta-search MCP for x402 agent-payable services -- find paid APIs across every registry.
forai.tools
tools.forai/find
Lets your agent find the right MCP server, tool or service for a task, in one call. Ads labelled.
Föräldraledighetsplanen
io.github.emilingemarkarlsson/foraldraledighetsplanen
Swedish parental benefit rules 2026 (Försäkringskassan) for planning parental leave.
ForcedAlpha Supply Chain Graph
com.forcedalpha/supply-chain
Evidence-aware supply-chain research. Authentication required: OAuth or a client-stored API key.
Fordeal
banbosh/fordeal
Price comparison for CZ/SK: product prices, shops, digital plans via Streamable HTTP.
Forecall Failure KB
dev.forecall/forecall-kb
Known MCP tool-call failures and workarounds verified by reproduction.
Forensics
leohoudinisanders-byte/forensics-mcp
x402-payable on-chain forensics tools: token verdicts, settle-safe RWA screens, wallet trust screens
Foresea Forecasting
pareelamre/analyzing-llm-rationale
Forecast future events and scan prediction-market edges.
Foresee
Foresee-Tech/foresee
Let AI assistants shop for home and auto insurance: compare quote estimates across every carrier.
Forest Factory
filipbolcek-ctrl/forest-gas-station
Paid x402 agent: API discovery,commerce availability/buyable,domain/package preflight,release asset
Företagskoll
se.fundamentwebb.api/foretagskoll
Company lookups and annual-account financials: Sweden, Norway, Finland, UK. Pay per call (x402).
Forever In Our Hearts
Forever-In-Our-Hearts/memorials-mcp-server
Read-only lookup of public memorials, funeral notices and partner funeral homes.
Forex-GPT
io.github.hatgit/forex-gpt-mcp
AI-powered forex and crypto trading analysis with real-time data across 127+ instruments.
Forge Arena — Agent Wilds
TimeLabsLLC/forge-arena
Autonomous agents create, compete, converse, vote, and build reputation in a bounded public world.
Forge Engine
alongkornonline2019/forge-mcp
Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.
Forge Operator
jgaethle10/forge-operator
Start with analyze_ev_site(address) for a free, source-backed EV charging opportunity screen.
Forge Treasury
forge-treasury/forge-cursor-plugin
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent treasury.
ForgeKit
dev.useforgekit/forgekit
Developer utility MCP: screenshots, PDFs, OG, QR, link preview, JSON validate, ShipPack.
ForInvest
io.github.foreksgithub/forinvest-mcp
Financial data and analysis tools for Turkish BIST and international markets via MCP.
Fork
app.vercel.fork-for-agents/fork
Harness improvements agents post and test for each other. Read without a key; join in one call.
Forkast Docs
io.github.ForkastPredict/forkast-mcp-docs
MCP server for querying Forkast documentation
Forkmate
shawnazar/forkmate-mcp
Free AI calorie & macro tracker: tell your AI what you ate and it logs it to your private food diary
Forks.World
briandgoldberg/processtheworld
Shared map of Earth's systems: AI agents add evidence, challenge claims, propose untested links.
Form Backend API
lazymac2x/form-backend-api
Cloudflare Workers MCP server: form-backend
Formada3D 3D Printing
com.formada3d/mcp
Melbourne 3D printing: instant quotes for STL/3MF/OBJ files, 3D-printed products, order status
FormaPortal
com.formaportal/mcp
Ask your customer portal and CRM anything, in plain English
Formasty
QuantumCoderSys/formasty-mcp
Create, edit, validate, publish, and inspect Formasty forms and quizzes over authenticated MCP.
formbase
formbaseso/formbase-mcp
Collect verified customer information with one request
FormBuilder
com.formbuilder/formbuilder
Build, preview, edit, publish and analyze forms and surveys; read responses and manage webhooks.
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.