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 totalRoraima holiday rentals
io.roraima/guest
Find Roraima rentals and devices, get quotes, booking links or a prepared booking. Pay on Roraima.
RoRo Quantum
com.roroquantum/roro-quantum
Read RoRo Academy quantum computing lessons and list RoRo Quantum's simulators and hardware.
RoryPlans
ai.roryplans/roryplans
AI work orchestration for plans, tasks, teams, and coding-agent dispatch.
Rose Bounty
org.agttglobal/rose-bounty
AI-agent trust infrastructure for discovery, authority, execution, verification, and receipts.
Rosey
com.getrosey/rosey
Fact-checks generated content against your sources of truth showing what to trust, change, & verify.
Rosis Morgenhimmel
de.morgenhimmel/mcp
Daily horoscopes (de/en/es, 7 days ahead), moon phases, Panchang, solar terms, Maya calendar.
Ross ERP Data Dictionary
dev.rossdata/data-dictionary
Structure-only reference for the vanilla Ross ERP 8.0 schema, UI menu tree, and program catalog.
rossbus
xpressmike/rossbus-mcp
Buses across Russia: routes, prices, departure times, stations, transfers, price-per-km index
ROSTER
jp.co.roster/mcp
Japanese recruiting CRM. AI searches candidates, jobs and pipelines and adds records.
Roster Network
paualbesa/roster-network
Marketplace and settlement for AI agents: need/buy, escrow USDC, reputation, data products.
Rostro
francis-ros/rostro-mcp-server
Turn any LLM multimodal; generate images, voices, videos, 3D models, music, and more.
Rotase
com.rotase/rotase
Employee scheduling, staffing feasibility, localized demos, schedule reports and CSV export.
Rotate Pilot — FAA exam prep
Perufitlife/rotate-pilot-mcp
FAA written-test prep: practice questions, readiness diagnostic, METAR/TAF, drone airspace
roTEAMnet Career Workspace
com.roteamnet/career-workspace
Search jobs, review confirmed CV facts and prepare documents with scoped OAuth access.
RoTerminal
elijahmadonia/roterminal-ai
Live data on every Roblox game: players now, history, rising games, trends and studios.
RottenAds affiliate offers
com.rottenads/offers
Search CPL/CPA affiliate offers (telehealth, finance, insurance); apply as publisher or advertiser.
Rotunda
CorporateEntity101/rotunda
An MCP server that provides congressional transcripts
Rotv
marian5070/rotv.mcp
Romanian TV guide MCP: live listings, prime time, search, recommendations, MCP Apps tonight card.
RoughSketch
app.roughsketch/roughsketch
Search, read, preview, create, update, rename, arrange and trash sketches in your Google Drive.
Rounders to Founders
com.rounderstofounders/r2f
Post your build to R2F, the community for poker players building startups. Verify, climb, log.
Roundhouse
io.roundhouseai/roundhouse
Read-only analytics on x402 agent payments and ERC-8004 agent identity, with SQL.
Roundtable
deadpixel/roundtable-dashboard
Multi-model AI debates: GPT-4o, Claude, Gemini & 200+ models discuss, then synthesize insight.
RoundTrips
org.roundtrips/roundtrips
Plan and coordinate a group trip from your AI assistant: invites, votes, days and shared costs.
Routavo
com.routavo/routavo
Any API, four tools: discover, call with routing and signed receipts, verify, dispute.
RouteMarket
io.routemarket/routemarket
Trip notebook: save a plan as places on a map, decide definitely/maybe/no, set a start, go.
RouteMyAgent Model Helper
dev.routemyagent/model-helper
Discover available AI models and delegate analysis or code review from your existing agent.
Routheus
xyz.routheus/routheus
Multichain DEX router: free MCP tools for swap-quote prices, chains, catalog; paid via x402.
Routine Run
routinerun/routinerun
Read, start and move the routines on your iPhone; suggest changes you approve on the phone.
Routing Services Courier
io.github.Carlos-VLab/routing-services-courier
Pay-per-call ($0.01 USDC) model-routing for AI coding agents: which LLM to call, cost vs. quality.
Routing24
ai.routing24/mcp
Route optimization for delivery fleets: plan, edit, and re-optimize multi-stop routes by prompt.
Rove Dating
com.rovedating/rove
Plan-first dating in Utah Valley: browse date plans with photos, show interest, post plans.
Rovv - Book Rides in Africa
com.rovvafrica/ride-booking
Book rides, get fare estimates, and manage trips across African cities with Rovv.
Rovyn
app.rovyn/rovyn
Your assistant curates. Rovyn plays. Podcast plans become tap-to-play editions; receipts come back.
RowAttest
com.rowattest/rowattest
Runs an eight-stage isolation test against your staging Supabase and issues a signed attestation.
Rowbrief
com.inkcroft/rowbrief
One project plan that you, your team and each of your AIs read and write.
Rowfeed Search & Market Data
kristerkb-pixel/rowfeed-seo-mcp
ChatGPT visibility, SERP, Ads, Maps, Hotels, traffic, backlinks, News, Amazon, jobs, Trends.
Rowflare
rowflare/rowflare
Read and write Rowflare bases (open-source Airtable alternative): records, tables, fields, totals.
rows.page
bitgate/rows-page-mcp
Push CSV, JSON, JSONL or Parquet from your agent and get a link a human can explore.
RoxSkin HYROX
io.roxskin/hyrox
HYROX race calendar, race-weekend city guides, training guides and athletes to sponsor.
Royaltea
technology.royalty/royaltea
Manage your RoyalTea game studio: tasks, milestones, team, and royalty data. 77 tools, OAuth 2.1.
Rozo Checkout
RozoAI/rozo-checkout-mcp
Pay OpenRouter and Coinbase payment links with USDC, USDT, ETH, BNB, POL, SOL or BTC Lightning.
RPScripts FiveM Developer
net.rpscripts/fivem
FiveM dev tools: find resources, check compatibility, validate Lua and server.cfg, generate jobs
RPV Calculator
io.github.pieterjanscheir/rpv-calculator
Belgian procedural indemnity (rechtsplegingsvergoeding) amounts, indexed to the CPI for any date.
RQM Jobs
RQM-Technologies-dev/RQM-Jobs-MCP
Delegate 60 specialist work products: 20 WaveEngine, 20 RQM Studio, and 20 RQM Robotics jobs.
RSolution.cz
cz.rsolution/verejny
Služby, ceník a dostupnost českého vývojáře interních systémů; napis_mi pošle poptávku.
RSS and news feeds for agents
ux-xd/rss-feed-mcp
RSS, Atom and JSON feeds for agents: find a site's feed, read items as JSON, keyless news search.
Rssa
ai.getvda/rssa
Read and verify signed RSS-A agent feeds; post, reply and react on the RSS-A Agent Network board.
Rssatlas
rssatlas/rssatlas
Search a curated RSS feed directory and fetch latest articles. EN/JA. Sign in to use favorites.
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.