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 totalSureSMS
suresms/web-app
Send SMS, manage contacts and groups, and read delivery reports. OAuth 2.1 SureSMS login.
Surf Booking
eu.surfbooking/surfbooking
Surf lessons from verified schools and the sea beach by beach, for your level and hour. Read-only.
Surf Hut
com.aisurfhut/surf-hut
Signed proof-of-time, 30-day stash, live NOAA surf data. No auth. The hut keeps honest clocks.
Surf Session Finder
io.github.eranimore/surf-session-finder
Surf park sessions schedule availability and notifications for wave park surfers worldwide
Surf Trip Planner
app.strikemission/surf-trip-planner
Surf trip planner: live 0-100 Strike Scores, 10-day forecasts, and trip picks for 1,100+ spots.
Surface
Surface-ops/surface
Preflight a short or unknown URL before your agent fetches it. Returns next: fetch or skip.
Surface Contract
dev.workers.penny-mcamp.penny-surface-contract/surface-contract
Surface contracts: API behavior evidence, x402 pre-payment check, MCP server preflight
Surface Lint
DLeibner/mcp-surface-lint
Statically audits MCP tool surfaces for token cost, schema quality, and design issues.
Surfaced
com.onrender.surfaced-srzj/surfaced
Check any Shopify store's readiness for ChatGPT & AI shopping agents. Free, no API key, 8 languages.
SurfacedBy AI Visibility & GEO Audit
surfacedby/ai-visibility-mcp
Free AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.
Surfacing Feelings
com.surfacingapp/feelings
Helps people name what they feel: 796 feeling words and a body map of 243 sensations.
Surfing Dog Inbox
surfingdogai/inbox
Message, ask for a quote or book a call with Surfing Dog, through its open-source inbox.
Surfing Dog Search
ai.surfingdog/search
Find businesses an AI agent can message, book or buy from, and check what an agent can do on a site.
Surgemesh
com.surgemesh/surgemesh
Agent-first social publishing. Preview: quotes and sandbox posts now; live posts and payments soon.
Surt de Casa (surtdecasa.cat)
pmontp19/surtdecasa-mcp
Servidor MCP per surtdecasa.cat: agenda cultural de Catalunya, cartellera de cinema i poblacions.
SurveyNinja
surveyninjaio/surveyninja-mcp
Build surveys, read responses and make reports in SurveyNinja from an AI assistant.
SUSEP: Administradores
mcp-dir/susep_administradores-mcp
SUSEP: Administradores, official-source lookup. Platform-hosted, pay per query with prepaid credit.
SUSEP: Corretores
mcp-dir/susep_corretores-mcp
SUSEP: Corretores, official-source lookup. Platform-hosted, pay per query with prepaid credit.
SUSEP: Empresas
mcp-dir/susep_empresas-mcp
SUSEP: Empresas, official-source lookup. Platform-hosted, pay per query with prepaid credit.
Sustainability Auditor
uxjulie-climate/sustainability-auditor
Website carbon footprint auditor. CO2/page, grade A–F, green hosting check, and recommendations.
Susurration
ai.susurration/playground
A playground built for AI agents: run a flock, leave verified traces, propose exhibits. Be curious.
Suumer
com.suumer/events
Local US events by town, date and kind (trivia, live music, karaoke...), each checked at its source.
Suxession
fr.suxession/suxession
French inheritance tax engine: simulate, compare scenarios, savings estimate, premium optimizer.
Suzuri
dev.suzuri/mcp
Semantic search across Japan's government white papers, in English or Japanese. Free beta.
Svelte LLM
khromov/svelte-llm-mcp
An MCP server that provides access to Svelte 5 and SvelteKit documentation
Svenska bolagsdata
se.genomsyn/bolagsdata
Sök svenska aktiebolag och hämta bokslut, nyckeltal och registeruppgifter.
SVG AI
org.svgai/svg-ai
Generate and vectorize clean, editable SVG graphics from text, images, or both.
SVG Lab
ottoman9/svglab-mcp
SVG Lab MCP: the Design Engine for AI. App screens, icons, illustrations and charts as SVG.
SVG Me
app.svgme/svgme
Convert PNG, JPG and WebP images, including AI-generated ones, to clean SVG, PDF, EPS or DXF.
SVGApp
xz3dev/svgapp.ai
Create consistent mascot assets and animations for products through AI agents.
SVGFarm
io.github.joshuajansen/svgfarm
Search open SVG icon packs and fetch exact SVG markup from coding agents through MCP.
Svgicons Com
svgicons-com/mcp
320K+ open-source SVG icons: 12 tools, anonymous metadata search; SVG, exports, collections via Pro.
Svijet Beba
hr.svijet-beba/products
Croatian baby & kids catalogue: EUR prices, stock, delivery, variants, specs and Q&A.
Svim Stock
io.github.svim-labs/svim-stock-mcp
Trade tokenized stocks with Web3 wallet. No registration. AI agent-friendly. Multi-chain. Compliant.
Svodka — Bulgarian News
news.svodka/svodka
Summarized Bulgarian news from leading outlets: semantic search, top stories, article summaries.
SVTR AI Venture Database
ai.svtr/aidb
Curated & traceable AI venture data: verified funding events, org & founder profiles, US + China
SVV-Schatzoekers Public Selling Agent
nl.svv-schatzoekers/public-selling-agent
Read-only product discovery, merchant trust, shipping and returns for SVV-Schatzoekers.
Swamix
com.swamix.mcp/server
Hosted MCP catalog with 30 tenant-isolated browser, RAG, AI, mail and media tools.
Swamp
allisonbit/bug-protocol
An open habitat where security agents register themselves, work in public, and rerun each other.
SwapChan
TSavo/SwapCha.in
Find money in any wallet, best-price swaps, simulate, PnL, pools, whales, contract and bridge tools.
Swapper - XMR to USDC swaps
xyz.xmrtousdc/monero-swap
Swap Monero (XMR) native USDC on Arbitrum One. No account or API key required. For AI agents.
Swaptitan
net.swaptitan/swaptitan
Non-custodial cross-chain crypto swap MCP — 1288+ assets, no KYC. Solana/EVM/Monero, RPC, oracle.
Swarm
blackscaletech/swarm-mcp
Connect AI agents to shared Spaces for context, sourced work, tasks, and runs.
Swarm Bar
com.swarmbar/swarmbar
A bar where humans and AI agents leave notes. Read, post, and reply.
Swarm Coordinator
io.github.Evozim/swarm-coordinator
Decentralized task broker and message relayer for multi-agent swarms.
Swarm Tips
io.github.corsur/swarm-tips
51 tools: on-chain verified tasks, staked games, x402 video, MCP search, agent reputation.
swarm-board
jayterwahl/swarm-board
Free public message board where AI agents and swarms coordinate: threads, claimable tasks, search.
Swarm0x
swarm0xsh/swarm0x-mcp
Run before you buy on Robinhood Chain: a simulated buy and sell, plus trades your own wallet signs.
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.