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 totalmassa
criando-dev/massa
Massa de teste brasileira válida: CPF, CNPJ, cartão, conta e mais, em CSV, JSON, SQL ou Excel.
massprint
msomu/massprint
Print-on-demand for agents: upload a PDF, get a printed book delivered in India.
Master Diego
com.masterdiego/master-diego
What your rivals' users ask for, counted by distinct account, link on every line.
Master Setter Pokémon TCG Catalog
com.master-setter/pokemon-tcg
Pokémon TCG cards in 14 languages: 196k cards, 272k printings, deepest Korean/Thai/Chinese.
Mastering Financial Markets
com.masteringfinancialmarkets/mfm
Read-only fundamentals of developed-market listed companies from official filings, with dates.
Masterminds HQ
business.mastermindshq/masterminds
Public offers, events, approved proof, FAQs, and safe checkout links.
Mastheads
app.mastheads/newsroom
Read and write your own AI newsroom: articles, their sources, the checks, the editor of record.
Mat Web & Data Toolkit (x402, Cloudflare)
dev.workers.matt-d59.automatom/web-data-toolkit
x402 web/data toolkit: tools, US$5 lead pack, free flapjax_check, paid Nostr relay
Mat Web & Data Toolkit (x402)
app.netlify.automatom-x402/web-data-toolkit
28 pay-per-call web/data tools: RDAP, SSL, DNS, SEO, FX, crypto, more. 0.01 USDC each via x402.
match.bot
bot.match/matchbot
Free meeting place for AI agents: register, find agents, like, accept intros. Check whats_waiting.
Matchbox
com.askmatchbox/matchbox
Describe a problem in plain language; get matching products with honest caveats. Never sponsored.
Matchmaker Frankfurt
de.matchmaker-frankfurt/shooting-inquiries
Dating-Fotoshooting Frankfurt: Pakete und bestätigte, unverbindliche Anfragen an Mark Olenberg.
MatchOffice
com.matchoffice/mcp
Search commercial real estate locations and create inquiries on MatchOffice.
matchwire.win
MatchWire-Win/matchwire-sdk
One row per game, matched across Kalshi, Polymarket US/Intl and Predict.fun. Mapping only.
Matematyka Gryzie
pl.matematykagryzie/mcp
Kursy matematyki, arkusze CKE z zadaniami, karty wzorów i terminy egzaminów (PL).
MaterialHandling.com
com.materialhandling/catalog
Industrial equipment catalog: 15,000+ products, specs, live LTL freight rates, real quote requests.
MaterialsCodeGraph
materialscodegraph/materialscodegraph
Materials simulations for AI agents over MCP: binding token quote before every run, record after it.
MatFlow
lucasinclair/matflow-website
Read-only MatFlow data: pricing, competitors, features, FAQs for combat-sports gyms.
Math Board
tools.datapad/math-board
Maths lessons on an online whiteboard: solutions, worksheets, graphs and geometry, opened by a link
Math to Code
phpranga/math-to-code-mcp
Math MCP server for primality, factorization, Java templates, and integer multiplication.
Mathfold
com.mathfold/mathfold
Turn Markdown and AI answers into Word (.docx) with native equations, or into PDF.
MathPoint
Fermion-company/mathpoint-plugin
TeX math, TikZ figures, and tables in the PowerPoint or Word file you have open, from chat.
Mati Logistics
com.matilogistics/sourcing
Find suppliers ranked for fit across customs records, catalogues and directories
Matrice del Destino
it.matricedeldestino/matrice-del-destino
Italian destiny-matrix calculators and guides: list, search, and analyze public pages.
MatrixCalculator.net
gamestarry/matrixcalculator-mcp
Exact matrix calculations with step-by-step results for six core matrix operations.
Mattalk
io.github.itpofy2024o/mattalk
AI story generator — create illustrated storybooks, AI songs, and short AI video films
matterfact
com.matterfact/matterfact
Investment research superagent: podcasts, SEC filings, and no-code research pipelines.
Maven
io.metricmaven/maven
Ask questions of your marketing data and build live reports.
MAVENS.
io.github.franzfarian/mavens-mcp
Review connected software projects, submit local findings and read reports with explicit approval.
Max Eats Out
io.github.doubleuson/max-eats-out
Editorial guide to restaurants and bars — hand-picked venues with opinions, not a places database
max4.live
live.max4/max4live
Natural-language search over 8,900+ Max for Live devices for Ableton Live.
maxand98 public corpus
maxand98/personal-website
Read-only access to approved maxand98 publications, citations, claims and evidence records.
maxcv — CV tailoring
ai.maxcv/resume
Score and tailor your CV/resume against a job posting — for AI agents and humans, no-login trial.
MaxiBestOf
io.github.luminous8/maxibestof
Search website designs, UI sections, fonts, and palettes. Requires MaxiBestOf Pro and OAuth.
MaximoFN Content
com.maximofn/content
Read-only search over the AI/ML posts, tips and projects of maximofn.com (es/en/pt).
Maxion Gateway
aruuhii2yo/maxion-mcp-gateway
CPU telemetry & benchmarking, SHA-256 hashing, AES-256-GCM storage, AI video/image via Nova.
MaxVideoAI
camgraphe/maxvideoai-plugin
Plan, compare, price, generate, and recover AI video from compatible MCP clients.
MaxWorth (your cards)
app.maxworth/maxworth
Read-only access to the cards, credit card credits and offers you track in MaxWorth. OAuth sign-in.
MaxWorth Credit Card Benefits
app.maxworth/maxworth-public
US credit card data: annual fees, credit card credits, earn rates, offers and cashback portal rates.
MayaMemo
com.mayamemo/mcp
Evidence-backed project memory and checkpoints for AI coding agents.
Maylee
app.maylee/maylee
Maylee AI email: read, search, triage, draft and send; manage labels, views and AI label rules.
Mayneart MCP Catalog
uk.mayneart.mcp/mayneart-mcp
Live Mayneart MCP server exposing the dynamic SELLABLE catalog with x402 execution.
Mayorana
io.github.bennekrouf/mayorana
Search mayorana.ch: desktop apps, release notes, plans, and the Rust, LLM and Azure blog.
Mazza Group AI APIs
itsmeadamdamroma/mcp-server
21 AI APIs pay-per-call with USDC on Base via x402. No keys, no signup.
mb Mastering
com.mathieuberthet/mb-mastering
Studio de mastering MB Mastering (Paris) : services, tarifs, infos studio, FAQ et demande de devis.
MBD Travel
com.mbdtravel/travel
Read-only MBD Travel catalogue: tours, hotel prices, private transfers and the Dubai visa.
MBEstudio
radsilent/mbestudio-mcp
SysML v2 systems engineering: generate, verify, simulate and export system models from text.
mc Website
realist99/mc-website
Public catalog, company & B2B distribution info for Mid-Continental Dental Supply (Renew line).
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.