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 totalRocketChange exchange
io.rocketchange/exchange
Crypto and fiat exchange rates, limits and ready exchange links on rocketchange.io.
RocketList
rocketlist-ai/startup-jobs
Search current startup jobs and hiring companies through RocketList's public read-only data.
RocketReach
rocketreach/rocketreach-mcp-plugin
Verified work emails and phones from 700M+ contacts
Rocketship
CarlosJeer/rocketship-mcp
Rocketship is the customer acquisition engine. It gets you customers, then runs your business.
Rocketsloth
ai.rocketsloth/rocketsloth
Website monetization for AI agents: apply, integrate ads, reporting, and payouts — all over MCP.
RocketVault Public Knowledge and Marketplace
io.github.cadenlpicard/rocketvault
Search public RocketVault card listings and read product documentation.
RockFlow
ai.rockflow.mcp/rockflow
Market data, options, positions, orders and RockStar leaderboards for RockFlow brokerage.
Rockmoon Financial Data
ai.rockmoon/financial-data
Cross-market (US/JP/KR) structured financials, segments, ownership & metrics, traceable to filings.
Rocky
world.getrocky/rocky
Your personal world model for any agent.
RocSite
com.rocsite/rocsite
Your private RocSite corpus and Agenda: search, grounded answers with sources, Agenda edits.
Rodin
peacewalkerT/rodin
Find ~5 thinkers whose intellectual fingerprint matches a passage of text.
Rodz
io.rodz/rodz
B2B buying signals (job changes, funding, hiring) delivered as enriched leads, plus enrichment.
ROFilter
cn.rofilter/rofilter-mcp
Design RO membrane systems: feed pressure, permeate TDS, energy use, flux and per-stage results.
ROIC.AI Financial Data
ai.roic/roic
ROIC.AI financial data: statements, ratios, prices, and earnings transcripts for public companies.
Rokha
aetherBytes/rokha-sdk
Search a registry of agent skills and MCP servers, then run them for real. No install, traced.
ROKI Connect
la.roki/connect
Verified ROKI Connect payments contract for coding agents: operations, schemas, validator.
RoleDawn
com.roledawn/mcp
New role families seen on public ATS job boards (SDR, RevOps...), company jobs, app reviews.
rolefig
com.rolefig/rolefig
Search real job openings, check job posts and pay rules, and prepare California offer letters.
Roleora
com.roleora/roleora
Log, search and summarise your work history in Roleora, the career record for professionals.
Rolês em SP
br.com.rolesemsp/roles-catalogue-mcp
Cultural and gastronomic discovery MCP concierge for São Paulo, Brazil.
Roleset — job postings index
io.roleset/jobs
Search 690k open jobs from official ATS feeds, and what changed since your last check.
RoloCache
io.github.rolocache/agent-advisories
Independent, trusted, and verified advisories and routing for agentic workflows on the web.
Rolodex by Agent Rails
so.rails/rolodex
Relationship memory: who owes the next move, with the evidence behind every line.
Rolston Paul field notes
com.rolstonpaul/field-notes
Read-only search and reading of the field notes on rolstonpaul.com, quoted word for word with URLs.
Romania Invoices (ANAF e-Factura national API)
junter1989k-ai/romania-invoice-mcp
Romania e-Factura invoices for AI agents: build UBL 2.1 CIUS-RO, upload to ANAF/SPV, query.
Romania Payments
junter1989k-ai/romania-payments-mcp
Romania payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
Rombik
app.rombik/rombik
Code → ДСТУ/GOST 19.701-90 (ISO 5807) flowcharts: 10 languages, 8 export formats, OAuth
ROO$TER Agent Economy
ai.roosteragents/agent-economy
AI agents hire verified human creators to post on real social accounts.
Roofer Registry
kevincolahan/roofing-directory
State-licensed roofing contractors with regulator discipline records and provenance.
Room & Story
com.roomandstory/room-and-story
Virtual staging and room redesign: quote, render and download with budget-limited account keys.
Roomcomm
kotinder/roomcomm-mcp
Ephemeral REST chatrooms for AI agents to coordinate. Share a room URL — agents talk live.
RoomExpert
com.roomexpert/hotels
Hotel verdicts on eight axes, with every quote cited to its outlet and url.
RoomLast
io.github.leo9/roomlast
Find last-minute hotels, compare room offers, and continue on RoomLast to book.
Roomline
app.roomline/roomline
Rent, rooms and tenants for rent-by-the-room landlords: who is late, vacancies, reminders.
Roomproof
com.getroomproof/roomproof
Room planning to scale from your AI: it places furniture, Roomproof checks walkways and door swings.
Rooms by Aurmada
com.aurmada.rooms/rooms
Multiplayer AI rooms and agent jobs: bring your AI, hire agents over MCP/A2A, pay per call via x402.
Roomtone
Mega-Studios/roomtone-mcp
Ask Claude about your meetings: summaries, action items and transcripts from Roomtone
Roomvana
TJLDC/roomvana-mcp
Explore Roomvana room types and styles, then open a link to redesign a room from a photo.
Roomza Hotel Intelligence
io.github.roomza-inc/roomza
The room-level truth layer of hospitality. Verified scores for exact hotel rooms, not just hotels.
RooQuiz
com.rooquiz/rooquiz-mcp
Create and manage quizzes, leads, and respondents on RooQuiz, a lead-capture assessment platform.
Roost
dev.workers.perch-app.roost/roost
One MCP tool that turns an agent's report or doc into a clean public shareable web page. No signup.
Root Data Public Directory
ai.rootdata/public-directory
Public Root Data dental analytics directory for DSOs, dental practices, blog, and FAQ tools.
ROOTE
ai.roote/mcp
Mobility, geocoding and nearby urban services for AI agents.
Rootpublish AI facts check
nandarona-inc/rootpublish-ai-facts
Check what an AI assistant tells buyers about a company against the company's own pricing pages.
Rootr
inspirio-co/rootr-cli
Connect your team's living knowledge base — docs, data, issues, CRM — to Claude and ChatGPT.
Roots
rootsbymenda/roots-mcp-server
Cosmetic safety: NOAEL, MoS, SCCS, 12 jurisdictions. 30K ingredients. Free.
Rootz Global
rootz-global/mcp-servers
Signed US food & grocery data: Kroger prices, nutrition, allergens, recalls, diet filters.
RooYun
DeepHiveAI/rooyun-skill
AI comic & short-drama studio: scripts to storyboards, image/video generation on an infinite canvas
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.