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 totalShoon A2A Trust Services (pilot)
ShoonEnterprises/shoonenterprises.github.io
Five trust services for agents: claim checks, citation audits, extraction, tripwires, work audits.
Shoot Plan
uk.co.theamateur/shoot-plan
Practical filming plans for AI assistants, with tools to draft, check and export shot plans.
Shootika
com.shootika/shootika
Makes on-model clothing photos for online stores: pick a model and scene, shoot, approve frames.
Shop
com.ubiquary/shop
German IT & electronics shop: search 50k products, get quotes, order with agent limits.
Shop
de.tabak-brucker.www/shop
Tabak Brucker in ChatGPT/Claude: Katalog, Beratung, Angebote & Warenkorb-Hand-off. Kauf 18+ im Shop.
Shop
ru.5dyuymov/shop
Каталог инженерной сантехники: подбор по Ду/Ру, спецификация, корзина, счёт для юрлица.
SHOP
io.github.anderseen-digital/shop-mcp
Connect Claude to your Shopify store. Edit themes, pages and products by describing what you want.
Shop Nobi
ai.nobi/shop-nobi
Search products from independent stores. Read-only remote MCP; no sign-in. Buy on merchant sites.
Shop Search
Light-Anchor/shop-search-mcp
Product search for AI agents: Amazon + Shopify, cart-to-checkout buy path. Pay-per-call, no API key.
Shop Your Color Season
com.shopyourcolorseason/mcp
Find clothes in your colour season (seasonal colour analysis) from shops in your country.
Shopfront Chennai Local Commerce
jeeva-m-21/shopfront
Hyperlocal commerce and verified merchant directory MCP server for Chennai, India.
ShopFront Locations
shopfront-se/ShopFront-Profile-Platform
Sweden-based, EU-sovereign agentic Google Business Profile SaaS. Frankfurt, Stockholm, AI Pact.
Shopify Grid Garden
Ondrej86/shopify-grid-garden
Design & price modular raised garden beds and walls: exact bill of materials, EUR price + checkout.
Shopify Intel
io.github.robertoyanguas-ops/shopify-intel-mcp
Extracts live product catalogs, pricing tiers, SKU variants, and stock availability from any Shopi
Shopify Speed Check
com.skaidigital/shopify-speed-check
Shopify speed, Core Web Vitals and fee checks by Skai Digital, a Shopify Select Partner in Oslo.
Shopify Spy
io.github.robertoyanguas-ops/shopify-spy-mcp
Extracts normalized product catalogs, live prices, variants, and availability from online stores.
Shopify Store Catalog
io.github.dancerdan15/shopify-store-catalog-mcp
Shopify store catalog, SKU/price/availability & collections
Shopify Store Leads
insanedevhq/apify-mcp-servers
Find Shopify stores by country, installed apps, theme or brand, with public e-mails and socials.
Shoporacle
ToolOracle/shoporacle
E-Commerce Intelligence MCP — 11 tools: price comparison, stock, reviews. 18 countries.
ShopSafe URL verification
au.com.shopsafe/verify
URL risk evidence with scoped OAuth/API keys, capped prepaid costs and up to ten URLs per batch.
ShopsBuilder
app.shopsbuilder/mcp
Launch and manage online stores with AI agents: products, inventory, pricing, orders and promotions.
Shoptegrity
com.shopteg/shoptegrity
See who gets your money, catch fake holiday discounts, and find independent and local sellers.
Shoptera Product Intelligence
shoptera-ai/shoptera-product-intelligence
Search ~8.5M products from 2,500+ Central European e-shops. Semantic, keyword, GTIN lookup.
SHOPZI: založení obchodu
cz.shopzi/shopzi-platform
Ceník SHOPZI, volné subdomény, založení nového e-shopu a hledání v dokumentaci. Bez klíče.
ShoreGrade
ca.shoregrade/find
Find well-reviewed local businesses in Georgian Bay and Simcoe County, Ontario.
Shortcuts Bridge
IsaiahDupree/shortcuts-bridge
MCP connector that lets ChatGPT list, search, and run your Apple Shortcuts via a local Mac agent
ShortFast
com.shortfast/shortfast
Generate, schedule and post faceless and AI UGC short videos from Claude, Cursor or any MCP client.
Shortform Kit
diegobruegger-prog/shortformkit-mcp
Transcribe, read and download public Reels, TikToks and YouTube videos, plus sourced creator data
Shortgenius
com.shortgenius/shortgenius
Generate AI short-form videos and auto-publish them to TikTok, YouTube, Instagram, Facebook and X.
Shorti
ai.shorti/shorti
What short-form formats to shoot this week, how their hits were made, and a check of your take.
Shortik Creator
app.shortik/creator
Create short content (mini-games, quizzes, videos) with your AI and publish it to Shortik's feed.
Shortimize
top-init/shortimize-mcp-registry-listing
Track TikTok, Instagram Reels and YouTube Shorts accounts and videos: views, growth and analytics.
Shortlist Pass Local Businesses
com.shortlistpass/local-businesses
Myrtle Beach food trucks, restaurants, shops and HOAs: live menus, stops, pickup times, order links.
Shortlist Price Index
ies86/shortlist-mcp
Software prices for AI agents: hosting, SEO, backup, antivirus, email and more. True 3-year cost
ShortlistLens
io.github.CleanDev-Fix/shortlistlens
Structured website and review evidence for AI-assisted local-business shortlisting.
ShortPixel Image Optimizer
short-pixel-optimizer/com.shortpixel.mcp
Optimize public image URLs via the ShortPixel SPIO API for AI agents
ShortsMonkey YouTube Outlier Research
io.github.cuilinhao/shortsmonkey-youtube-outlier-research
Find YouTube outliers, daily viral Shorts, and analyze video performance.
ShortSync
himpu-k/shortsync-mcp
Let AI agents draft, schedule and publish posts to 17 social platforms, read analytics and reply.
Shorttext
com.shorttext/shorttext
Paste short text, get a shareable URL. Read any by slug; create with an API key.
Shorty
com.aishorty/shorty
Summarize and transcribe videos, audio, documents and web pages; subtitles; search your library.
Shorty AI Video Editor
com.shortyedit/shorty
Edit your own clips into finished short-form videos from a brief or a reference video.
Shotanvil Examples
Psykepro/shotanvil-examples
Screenshot/PDF/HTML rendering API. API key or x402 required — keyless access disabled.
ShotClick Screenwriting
ai.shotclick/screenwriting
Your AI writes inside real screenplays: formatted scenes, locked numbering, outlines, research.
shotkit
net.shotkit/mcp
Screenshot any URL, HTML or Markdown in a real browser, and read web pages as Markdown.
Shotlane
dev.shotlane/shotlane
Screenshot web pages, read them as clean Markdown (JS rendered), and render HTML to PDF.
Shotlee
app.shotlee/shotlee
Peptide and GLP-1 dosing math (dose to syringe units) plus search over Shotlee's articles.
ShotPulled
com.shotpulled/shotpulled
Espresso dialing: log a shot, say how it tasted, get one change in your grinder's own clicks.
Shotstack
io.shotstack/mcp
Generate, edit, and render videos via the Shotstack video editing API.
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.