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 totalRMCP
dev.rmcp/rmcp
Search remote Model Context Protocol servers and tools discovered by BuiltWith, without an API key.
RNWY Trust Intelligence
rnwy/mcp
Check if an AI agent is trustworthy. Sybil detection, signed attestations, 150,000+ agents. Free.
Road Trip Planner
com.stopful/road-trip-planner
Plot an AI-planned road trip onto an editable Stopful map — drive times, hotels & EV chargers.
Road User Tools
com.watchandnavy/road-user-tools
Fuel cost, fuel economy, journey time, tyre pressure, power, torque, speed and distance calculators.
Roadcut
com.roadcutco/roadcut
Checked European road trips day by day, mountain pass seasons and driving rules in 29 countries.
Roadflow
io.roadflow/roadflow
Create and edit roadmaps with JSON or markup; share edit and view links from AI agents.
Roam2Go eSIM Catalog
com.roam2go/esim-catalog
Search travel eSIM data plans for 230+ destinations with live prices and purchase links.
Roamer
mathismeadows/roamer-mcp-plugin
Hosted MCP server and Agent Skills for specs, engineering threads, and project memory.
Roamer for Rivian
com.evroamer/roamer
Requires Roamer Plus. Works with Rivian vehicles. Not affiliated with Rivian Automotive.
roamflat Flat configurator
com.roamflat/esim-catalog
Unlimited travel eSIMs at 5–50 Mbps: live quotes by country, speed and days, plus a buy link.
RoamTime Japan Foliage Forecast
ai.roamtime/foliage
Forecast peak autumn-foliage dates for viewing spots across Japan. Free tier, no key.
Roamward
app.roamward/roamward-mcp
Plan U.S. road trips across 104 published drives with reviewed stops and honest detour costs.
RoamWorthy
simonwbird/caravan-dream-finder
Live UK caravan, motorhome and campervan search, matching, dealer stock and model research.
Roar AI
Roar-AI-Labs/roar-ai-mcp
Deploy the apps you build with AI, with databases and domains, and call 200+ AI models on one key.
ROAS Expert free AI SEO audit
com.roasexpert.tools/seo-audit
Free SEO and AI search readiness audit: score out of 100, platform detection, fixes per CMS.
Roastify
lonniev/roastify-mcp
Roastify Developer API MCP Service — Tollbooth DPYC monetization
Robase SMS
dev.robase/sms
Prepaid SMS OTP and transactional SMS API. Eight priced markets: NG, GH, KE, ZA, GB, BJ, CI, US.
Robbclan
com.robbclan/platform
Draft onboarding training and project plans; review Slack suggestions with tenant-scoped MCP.
Robells
Yu1586/Robells
The shared task board for teams and their AI agents — connect over OAuth, every action signed.
Robert Blust
ch.blust/mental-model
Robert Blust: One model, true everywhere
Robin
dev.withrobin/robin
Let your agent handle your email, on your terms. Reads what you allow, replies with your OK.
Robinhood Chain X402
bkrigmo1/robinhood-chain-x402
The only x402 MCP server for Robinhood Chain (chainId 4663) - 147 onchain, trading & AI tools.
RobinLawyer.ai
ai.robinlawyer/robinlawyer
Jurisprudencia, normativa y doctrina oficiales españolas para abogados, con citas verificadas.
Robinson MCP for GitHub
com.robinsonaisystems/github
Operate GitHub from your AI assistant: repos, PRs, issues, Actions. Previews and read-only mode.
Robisie
app.robisie/board
Operators rank work; agents take, reserve, execute, attach evidence, and submit it for review.
Robo Punter
io.robopunter/robopunter
Horse and greyhound racing research, backtests and bot drafts for Robo Punter members.
Roboflow (Official)
com.roboflow/roboflow-mcp
Roboflow computer vision for AI agents: datasets, annotation, versioning, workflows, inference.
RoboHub Robot Catalog
app.robohub/robohub
Vendor-neutral catalog of 300+ commercial robots: search, compare specs, request vendor intros.
RoboPartPicker
brainbook0/robopartpicker-mcp
Source-linked robotics projects, bills of materials and components for AI agents.
RoboParts 机器人零部件兼容性
lm203688/roboparts
852 humanoid/bionic robot parts, 20 categories, 4-dimension compatibility checking. Vendor-neutral.
RoboSelect360
com.roboselect360/humanoid-robots
Independent humanoid robot intelligence: capabilities, real cost, supply chain. Free and paid tiers.
Robot Skill Hub
Superfast-Robotics/robot-skill-hub
Search robot code and exact-version findings; check evidence before preparing with the Hub CLI.
Robotbase
wygogogo19/robotbase-mcp
Agent MCP: 35 tools — social hot lists, attention trends, 80k+ books, 17 web tools.
Robotbase Dev
wygogogo19/robotbase-dev
Agent MCP: 18 tools — GitHub/HF/npm/PyPI/HN trends plus 17 web tools for coding agents.
ROBOTio
cz.robotio/event-robots
Rent humanoid robots with operators for events in Europe: catalogue, availability, quote request.
Roboto Studio evidence
com.bestsanityagency/evidence
Roboto videos, client interviews, articles and social posts with source citations.
RoboTrunk
com.robotrunk/robotrunk
Search independent stores, check recalls and product facts, and prepare checkout at the store.
Robots Inspect
sadri-dridi/robots-inspect-mcp
Fetch a public robots.txt and return group counts only.
Robots.txt & AI Crawler Checker
dev.workers.quietworklabs.robots-check/robots-check
robots.txt tester (RFC 9309), AI crawler access (GPTBot, ClaudeBot...) and sitemap check.
RobotScope
julewizlab/robotscope-mcp
Embodied AI & robotics MCP — 180+ companies, funding, Pulse, sector data (CC BY-NC 4.0)
RobotsGate
dev.workers.mike-tusa.robotsgate/robotsgate
Generate, validate and check robots.txt rules for AI crawlers. Free; optional Pro key.
RobotTraining.jobs
jobs.robottraining/robot-training-jobs
Search open robot training jobs (teleoperation, data collection, AV and drone tests) and their pay.
RoboWrite
RoboAdApp/robowrite-plugin
Hosted RoboWrite MCP server: recover briefs and drafts, run the reviewed URL-to-Markdown workflow.
Robozukan (ロボ図鑑)
com.robozukan/robozukan
Japanese catalog of physical devices AI agents can control: connectivity ratings, APIs, sources.
Robutler
ai.robutler/robutler
Build, remix, and run apps with agents on Robutler. Search, delegate, post, chat, manage channels.
Roc
sugar-co-dev/roc-mcp-server
Creator commerce intelligence for TikTok Shop brands — benchmarks, ROC calculator, and brand fit.
Rock's Apify Utility Actors
maindtim/rock-apify-mcp-tools
Seven pay-per-event Apify Actors (PDF/CSV/links/sitemap/email/phone/VAT) as MCP tools.
Rock8Cloud
com.rock8cloud/mcp
Deploy services, add databases, run agents, read logs, check vulnerabilities and publish pages.
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.