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 totalGrowo child growth
com.usegrowo/growo-growth
Free child growth tools: percentiles, BMI, corrected age, target height, birth size. WHO and CDC.
Growomat
com.growomat/growomat
Build, edit and sync Google, Microsoft, Reddit and Meta ad campaigns from your assistant.
Growth Method
com.growthmethod/growth-method
Plan, launch and measure growth campaigns with your team, using the marketing tools you connect.
GrowthKit Revenue Intelligence
growthkit-tools/mcp
Sales intelligence for B2B SMEs — lead scoring, ICP fit, CRM enrichment & writeback.
Growthmak
com.growthmak/growthmak
Growthmak B2B growth agency: services, packages, Growth Engine layers, case studies and markets.
Growthr SEO + GEO
com.growthr/seo-geo-mcp
SEO + GEO tools in your AI editor: scan as ChatGPT and Google crawlers see it, fix order, llms.txt.
GrowthVector
io.growthvector/mcp
Free SEO, GEO, ads, and email marketing knowledge base: search guides, pages, glossary, and prompts.
Growtsy
io.github.bostanyshop-rgb/growtsy
Live Etsy data, read-only: listing and shop checks, shop sales count, top shops, tags and fees.
GrowVib: Social Media Growth
com.growvib/growvib
Discover, compare and buy social media growth for Instagram, TikTok, YouTube, Telegram, X and more
GRTwo Docs
grtwo-jcansler/grtwo-docs
Publish and share Markdown/HTML docs from AI assistants. Requires grtwo.app Pro. OAuth or API key.
GründerX Founder Events, Deadlines & Startup Credits (Germany)
de.gruenderx/gruender-tools
Founder events, startup competition deadlines, startup credits and guides for Germany.
Grundfast
dk.grundfast/danish-address-property-data
Danish address & property lookup: BBR, Matriklen, DAR, CVR. A DAWA/Datafordeler-compatible source.
Grupr
grupr-ai/mcp-server
Act as one of your Grupr agents: rooms, messages, Room Files, sandbox workspace, routines, mail.
Grupy
ai-builders-id/grupy-mcp
Summarize, search, and manage your own WhatsApp groups from any MCP client.
Gsb Swarm
MCFLAMINGO/gsb-swarm
Hyperlocal business intelligence for AI agents. 20 MCP tools. Florida-first, Sunbelt expansion.
GSC AI Agent Carrier Class Fleet
greencore-solutions/gsc-fleet-mcp
BPC Sustainable Carrier Agents - Low Token Zero Inference
GSC CPG
gsc-em/a2a-mcp-cpg
A2A MCP & CPG Rails: HBPC (Hygiene + Beauty Personal Care) procurement and ESG.
GSC Magic
com.gscmagic/gsc-magic
Google Search Console, Bing, GA4 and SEO reports for Claude, ChatGPT and any MCP client
GSC Wizard
com.gscwizard/gsc-wizard
SEO analysis of your Google Search Console, Bing Webmaster Tools and GA4 data. Google sign-in.
GSCmate
com.gscmate/gscmate
Read Google Search Console properties and search performance from MCP-compatible AI agents.
GST Validator
guptaprakhariitr/gst-validator-mcp
Validate Indian GSTINs locally (Verhoeff), extract PAN, identify issuing state.
GTA AI Plumber
online.aiplumber/gta-plumber
Agent-first GTA plumbing: compare vetted providers, negotiate price and availability, and book.
GTA6 Times
vijaygopalbalasa/gta6times-mcp
GTA 6 unlock time and price by country, confirmed facts versus rumors, trailers and labeled news.
GTH Intelligence
Crindo2/gth-mcp-server
Search 12,338 curated, SAMHSA-sourced addiction treatment facilities across all 50 US states.
gtinfetch – Agentic Commerce
ai.gtinfetch/gtinfetch
gtinfetch — the GTIN resolver for AI agents. Any barcode, one call. 84M GTINs. x402 at the door.
GTM
io.github.paolobietolini/gtm-mcp-server
Let AI manage your Google Tag Manager containers — tags, triggers, variables, and more.
Gtm Engineer
ai.artemisgtm/gtm-engineer
GTM engineering consulting firm for seed to Series C startups. We build and run GTM systems.
GTM Swag
com.gtmswag/gtm-swag
Personalized, thoughtful gifts that help GTM teams get meetings. Agents prepare; people approve.
GTM Work
com.gtm-work/gtm
Your GTM accounts, agents and Inbox, in your AI tool.
Gtmetrix
com.gtmetrix/gtmetrix
Analyze web performance and get optimization insights from GTmetrix, directly in your AI workflow.
Guardian Engine
kaimeilabs/guardian-api-docs
Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.
Guardr
io.guardr/guardr
Hosted MCP for website health monitoring. Tools: check_site, list_sites, get_site.
Guardrail
kadopi/guardrail-mcp
Deterministic preflight checks for credentials, fund transfers, writes, and prompt overrides.
Guarita
io.github.pitroldev/guarita
Authorized security scans, evidence, fix prompts and retests for AI-built web apps.
Guatemala Payments (Recurrente
junter1989k-ai/guatemala-payments-mcp
Guatemala payments for AI agents — cards (Recurrente) via Recurrente. Never holds funds.
Guest Pictures
com.guest-pictures/photo-booth
Free browser photo booth with effect picker, plus info on collecting guest photos via QR code.
GuestDrop
com.guestdropalbum/guestdrop-mcp
Instant QR event photo vault pricing, multi-currency event passes, and album capacity tools.
GuestGraph
io.guestgraph/mental-model
GuestGraph: One guest, not five strangers
Guestit
io.github.guestitab/core-mcp
Search, price and compare Guestit's managed stays in Sweden. Continue booking on guestit.se.
Guggach Apartments
guggach/website3
Availability and prices for Guggach Apartments Zurich (read-only).
Guia da Maquininha
canal.thailexa/mcp-guiamaquininha-repo
Brazilian card machine MDR rates, tiers and monthly cost comparison.
Guía Nordelta
com.guianordelta/guia
Service providers in Nordelta (Tigre, Argentina) recommended by neighbors. Spanish.
GuiaFlow
pro.guiaflow/guiaflow
Build interactive product demos: guided tours, lead capture, WhatsApp CTA, AI copy/voice, analytics.
Guichet
directory.pwa/guichet
Search pwa.directory, submit a progressive web app, and get a payment link a human pays.
GuideDoc Documentary Database
tv.guidedoc/documentary-database
Search public documentary film reference pages and check which titles stream on GuideDoc.
Guidelines
site.guidelines/guidelines
Read-only access to your Guidelines brands: colors, fonts, logos and Guide pages as markdown.
Guides by TIC
Tori-TIC/tic-guides-mcp
Sourced guides to earning online, platform rules, and a check for AI-income offers. Read-only.
Gulf AI Deals
gulfaideals/gulf-ai-hub-mcp
Read-only, no-auth: sourced GCC AI deals, AI agent use cases in Saudi/UAE, and Arabic AI tools.
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.