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 totalSpocal Sports
xyz.spocal/sports
Structured Japan sports schedules, fixtures, broadcasts, and live updates for AI agents.
SPOE
ai.spoe/spoe
Check a name on 29 platforms and the domains; build and follow apps you own on SPOE.
Spoiler
io.github.zerozaky/spoiler
Sealed prediction-market verdicts, graded in public across Polymarket and Kalshi. No auth required.
Spoki
com.spoki/mcp
Spoki WhatsApp CRM MCP: contacts, campaigns, automations, templates. OAuth (spoki.mcp).
spokojnie – czy to normalne?
pl.spokojnierodzice/spokojnie
Checked, source-linked Polish answers on child development 0–36 months. Not medical advice.
Sponsorable
sponsorable/mcp
Find brands that already sponsor podcasts like yours, then reveal the buyer to pitch.
SponsorBoard
com.thesponsorboard/sponsorboard
Who sponsors podcasts in each trade: recorded sponsor names, dates and promo codes.
SponsorHound
com.sponsorhound/sponsorhound
Find brands that sponsor podcasts and newsletters like yours, with dated public ad reads.
SponsorRadar
com.sponsorradar/sponsorradar
YouTube sponsorship data: which brands sponsor which creators, and who to contact. Read only.
Spoofy
social.spoofy/mcp
Quote and order followers, views, likes and members for any public link, with spend caps.
Spook SEO
com.tryspook/spook
Free SEO tools + the Spook SEO autopilot: analyze domains, generate and publish SEO articles.
Spoolfield
com.spoolfield/spoolfield
Vertical Shorts with word-by-word captions, transcripts and file conversion from a video link.
Spoon Scout
ai.agentlookups/spoon-scout
Lab results, FDA recalls and additive rules for US packaged foods, with sources; never a grade.
Spoonjoy
app.spoonjoy/spoonjoy
Your personal recipe kitchen: save, fork, and cook recipes, build cookbooks, and shopping lists.
SPORE x402 Attestation
host.beacon.worker.spore-x402/x402-attestation
Signed x402 attestations and bounty-packet preflight checks, paid per call in USDC on Base.
Sporo
no.sporo/mcp
Read-only access to your Sporo accounting: balances, invoices, VAT and P&L. OAuth.
Sport
com.sport-mcp/sport-mcp
Strength-training log for iPhone: read workouts, records and progress; plan and log training.
Sporthotel IDEAL Hochgurgl
at.sporthotelideal/booking
Live-Verfügbarkeit, Preise und Buchungslinks direkt beim Sporthotel IDEAL Hochgurgl in Tirol.
Sportpoeder
nl.sportpoeder/agent
Supplement prices and price history (NL/BE), SupplementScore ratings, verified discount codes, UCP
Sports
pipeworx-io/mcp-sports
Sports MCP — wraps TheSportsDB API (free tier, test key 3, no auth required)
Sports Probabilities
commodus67/sports-probabilities-mcp
Monte Carlo NFL, MLB, NHL, NBA and soccer odds, plus model-vs-market edge from live prices
SportsAPIs.dev
dev.sportsapis/sportsapis
Find and compare sports odds and data APIs, and read the SportsAPIs.dev review of each one.
SportStatsAPI
com.sportstatsapi/sports-data
Fixtures, live scores, results, tables and match facts for 1,881 competitions in 8 sports.
SportsTrackLive
com.sportstracklive/mcp
Live GPS sports tracking + per-sport analysis of GPX/IGC/FIT files: thermals, wind, phases, laps
Spotafraud AI
nicksav/spotafraud.ai
Check Australian (.au) domains for fraud and age — cert history, lookalikes, and an AI verdict.
Spotify
akutishevsky/spotify-mcp
Full Spotify Web API coverage - albums, artists, playlists, player controls, and more.
SpotMe
mx.spotme/mcp
Rent storage and parking in Mexico — mini-bodegas, estacionamiento, bodegas. Live prices + links.
Spots
com.leagueofspin/spots
Find 27,000+ outdoor ping pong tables worldwide, with spot details and live playing conditions.
Spottable Marketplace
io.github.dannolan/spottable
Search Facebook Marketplace, inspect listings and analyze deals. Paid Spottable Pro/Max required.
Spraay Solana Gateway
plagtech/spraay-solana-gateway
Batch send SOL or any SPL token to 1000+ wallets via x402. AI agent payments on Solana.
Sprawl
to.sprawl/sprawl
Stand up ops from Cursor/Claude/Codex; fleets keep running after your session ends.
Sprid
studio.sprid/sprid
Marketing for developers with apps in the stores: plan, publish and read the results.
SpringRoll
io.github.springrolldev/springroll
Register, deploy, review, and govern internal applications built with coding agents.
SprintCheckout
com.sprintcheckout/sprintcheckout
Read payment settings, orders and receipts, create payment links and API keys.
SprintFlint
io.github.neoflintai/sprintflint
Opinionated sprint tracker. Read/update tickets, sprints, velocity from Claude/Cursor/Zed.
Sprite AI
art.sprite-ai/sprite-ai
Generate pixel art sprites, animations, 8-direction rotations and palettes for games.
Sprite Fusion
com.spritefusion/pixel-art-generator
Generate, edit, style-match, turn, and animate game-ready pixel art at exact sizes.
Spritefetch
dev.spritefetch/spritefetch
Search and download free CC0 2D sprite sheets and tilesets for games.
SpriteFuse
com.spritefuse/spritefuse
Create 2D characters and animations, revise sprites, adjust timing and export assets via OAuth.
Spritesheet Forge
io.github.LAXY9887/spritesheet-forge
Game-dev sprite tools: PNG/GIF to spritesheet, split, trim, animate. OAuth-authenticated MCP server.
Spriteship
com.spriteship/spriteship
Build a game's 2D art layer with your agent: characters, animations, tilesets, levels, 5 engines.
Sprixen
Accelar-labs/sprixen-mcp
AI game assets for agents: consistent sprites, 2D animations, tiles, maps, music and engine exports.
Sprkly
YOUR_GH_USERNAME/sprkly-mcp
Schedule, publish and track social posts across TikTok, Instagram, Threads and YouTube Shorts.
Sprtx
sprtxbabe/sprtx-mcp
Agent-native sports token network. 1,435 tokens across 98 sports, 9 global regions.
Spun WhatsApp
com.spun/whatsapp
Your business WhatsApp for any AI: read and search chats, digests, team stats, sends you approve.
Spur
com.usespur/spur
Real estate leads, skip tracing, direct mail, SMS & email outreach, and marketing automations
SPXI-gnΩsis
leesharks000/spxignosis
Opens Wikipedia sentences against their cited sources; builds sourced knowledge objects into /non.
SpyWinAds
anhnguyendj/spywinads-mcp
Facebook video ad intel: a video ad's real age and every store running the same video.
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.