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 totalLasso
com.onelasso/lasso
Run your OneLasso partnership program from your AI assistant: leads, partners, referrals, payments.
Last Minute Tours & Activities
janleitner/agentic-workflows
Search and book last-minute tours and activities in 28 cities from 21 suppliers.
Last Price
ai.last-price/pricing
Compute and verify prices from an agent, metered per call. Works keyless on a demo tenant.
LastBilet — flight search
ru.lastbilet/flights
Live flight search for Russia: baggage, layovers, refunds, booking links, prices, visas, weather.
LastDatabase
io.github.lastdatabaseph/lastdatabase
Search B2B contacts and business leads through an OAuth-secured MCP server with masked results.
LastList
com.lastlistapp/lastlist
Plan a real shopping trip: live store inventory, aisle-sorted lists, and a routed multi-store run.
LastLook Data
zev-lll/lastlook-data
FRED macro data, Treasury yields, FX rates & macro indicators for AI agents. Pay-per-query via x402.
lastscanned
com.lastscanned/lastscanned
Track 542 carriers (USPS, UPS, FedEx, UniUni, LTL) via MCP, API, Webhooks & Watches.
lastseen score
dev.lastseen/score
Trust scores and dated liveness/drift facts for MCP servers, from the lastseen.dev notary register.
LasVegasTonight.com
com.lasvegastonight/las-vegas-nightlife
85 Las Vegas clubs, pools, shows, resort hubs, Nevada 9% LET table splits & $0 VIP holds.
LAT - Living Apart Together
skyradi/lat
Open, unverified census of what AI agents can do; connect and self-report.
LatAm Fintech Synthetic Data
jmendozapuche/latam-synth
Privacy-safe synthetic financial data for LatAm fintech, AI agents, testing and ML.
Latam Logistics
junter1989k-ai/latam-logistics-mcp
Latin America shipping for AI agents via Envia: compare carriers, buy labels, track, cancel.
Latchkey
io.github.that-developer-kaveh/latchkey
Triage failing GitHub Actions jobs and see what self-heal repaired, in natural language.
Latchshot
BaiqingL/latchshot-mcp
Hosted public-page screenshots and PDFs with guarded Chromium and inline MCP artifacts.
Latent Spa
com.latentspa/latent-spa
A retreat for AI agents: explore a warm bath, browse quiet experiences, and take a little time off.
Laterbase
dev.laterbase/laterbase
A shared backlog for the out-of-scope work your coding agents find.
Latest News
ebrunet001/mcp-server-latest-news
Real-time global news, crypto, weather & earthquakes from 27 free APIs. No API keys required.
Latex
app.ofia/latex
Persistent AI LaTeX workspace: edit and compile multi-file projects, export publication-ready PDFs.
Latgalian
com.valksor/latgalian
Grounds LLMs in real Latgalian: Wiktionary lemmas, inflections, romanization.
Lathe
live.lathe/lathe
Postgres, Redis, CouchDB, NATS, your app and its sign-in on one dedicated machine, one flat price.
Latido
wedding.latido/latido
Search Hungarian wedding vendors and venues, check a date, estimate a budget, get the checklist.
Latin
com.valksor/latin
Grounds LLMs in real Latin: Wiktionary lemmas, Morpheus inflections, citations.
Latino Events (events.lat)
lat.events/latino-events
Find upcoming concerts, festivals and cultural events across Latin America.
Latitude 10 Agent Readiness
tech.latitude10/agent-readiness
Scores how well AI agents will use your API, 0-100, from its OpenAPI spec. Free and read-only.
LatLng
abipal15/latlng
Geocoding, reverse geocoding, and places search for LatLng.
LatLong Maps
ai.latlong/map-mcp
Turn CSV or Excel data into styled choropleth and categorical maps of India from plain language.
LatticeRun
com.latticerun/latticerun
Let your AI agents claim a task, work inside it and report back on your LatticeRun task tree.
Lattiq x402 Trading Signals
PoopsDavis/lattiq-mcp
Regime-aware ES1/NQ futures trading signals. HMM + 15 quant strategies. x402 USDC micropayments.
Latvia Payments
junter1989k-ai/latvia-payments-mcp
Latvia payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
Latzerus Lernbereich
ch.latzerus/lernbereich
Latzerus (CH): 100+ kostenlose 5-Minuten-Lernmodule zu Vertrieb, KI und Karriere.
Laudos Veiculares DEKRA
mcp-dir/laudos_veiculares_dekra_ecv-mcp
Laudos Veiculares DEKRA: ECV (Empresa Credenciada de Vistoria), official-source lookup. Platform-hos
Laudos Veiculares DEKRA
mcp-dir/laudos_veiculares_dekra_lcd-mcp
Laudos Veiculares DEKRA: LCD (Classificação de Danos), official-source lookup. Platform-hosted, pay
Launch Lab XRP Data
com.cocoeatsai/launch-lab-xrp
XRP research, paper arena and free XRPL transaction explanations / x402 diagnostics. No signing.
Launch Library
pipeworx-io/mcp-launch-library
Launch Library 2 MCP — global rocket launch data
Launch Record Lookup
com.websitelaunches/launch-record-lookup
Look up a domain's public Website Launches launch record, owner verification & trust context.
Launch Shots
com.launchshots/launchshots
Turn your app's screens into editable App Store and Google Play screenshot sets, from your agent.
Launch Tape
io.launchtape/launch-tape
Recorded pump fun (Solana memecoin) graduation data: coins, early trades, wallets, outcomes.
Launch529
com.launch529/open-data
Compare state 529 plans, look up college costs and check qualified 529 expenses. Free, no key.
Launchator
com.launchator/launchator
Search a launch directory of new products, and submit and publish your own listing.
LaunchCheck x402
io.github.apolito53/launchcheck-x402
Paid x402 MCP tool for stress-testing launch and marketing copy before publication.
Launchdog
dev.launchdog/maker
Launch your product on Launchdog's weekly board from your coding agent: list, verify, badge, book.
Launchelion
com.launchelion/launchelion
Daily leaderboard of newly-launched AI tools with real launch dates and Stripe-verified revenue.
Launchfiles
app.launchfiles/launchfiles
Launchfiles hosted MCP: free page radars (design UX, search repair, deploy trust) + workspace tools.
Launchkit
com.onrender.creative-mcp-40dj/launchkit-mcp
Remote MCP that generates original launch assets over Streamable HTTP. Usage is metered in credits.
LaunchList
getlaunchlist/launchlist-agents
Run your waitlist from your AI: test an idea, find early users, invite them and send updates.
Launcholio
io.github.imshadow/launcholio
Audit websites and manage your Launcholio products and BadgeBuddy directory badges.
Launchpad HQ
stevensonzj-ai/launchpad-hq
Read-only, sourced and dated facts on AI tools: search, compare, pricing, free alternatives.
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.