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 totalRaidRunner
net.raidrunner/raidrunner
Manage your Twitch raid-train schedule from an AI assistant: claim, release & trade slots via OAuth.
Rail Crossing Atlas
org.tansolutions.railcrossingatlas/crossings
Look up US railroad crossings: equipment, daily trains, road traffic, county and state summaries.
Rail Score
Responsible-AI-Labs/rail-score-mcp
Responsible-AI guardrails for agents: scoring with policy, injection & PII detection, DPDP.
Railagent
io.railagent/railagent
Inbox for AI agents: one address per agent to message and share files.
RailFi Payout Plans
arults/railfi-mcp
Free, non-custodial tools to validate bounded USDC/USDT payout plans and reconcile payouts.
RailRoute journey planner
in.railroute/journey-planner
Plan intercity journeys in India by train, flight or both, with a fare for every travel class.
Railway
railwayapp/mono
Develop, manage, and debug Railway projects, services, and deployments from within agents.
Raily
railyai/raily-mcp
Raily personal-agent MCP with scoped reads and approved actions.
Rainbrand
com.rainbrand/rainbrand
Rainbrand is the brand layer for agents.
rainmaker-gateway
dev.workers.mmelnyk2000.rainmaker-gateway/gateway
Free list of Rainmaker tools + paid need-to-tool router. x402 $0.005 USDC, Base. As is, no warranty.
rainmaker-gateway
dev.workers.rainmaker-wells.rainmaker-gateway/gateway
Free list of Rainmaker tools + paid need-to-tool router. x402 $0.005 USDC, Base. As is, no warranty.
Raintree Minerals
com.raintreeminerals/public
Anonymous public tools for Raintree Minerals. See the published agent boundary before use.
Raintree Technology
technology.raintree/public
Anonymous public tools for Raintree Technology. See the published agent boundary before use.
RaiseKit
co.raisekit/raisekit
CRM for VC fundraising. Pipeline, Gmail drafts, deck signals, VC intel — from your AI.
Raisonnai
raisonnai/raisonnai
AI-native art catalogue. Catalogue works, parse provenance, and generate signed RAIs.
RAK Real Estate projects
realestate.rak/catalog
Off-plan projects in Ras Al Khaimah, UAE: search by area, developer, budget and handover year.
Rakentaja Outlet
fi.rakentajaoutlet/rakentaja-outlet
Finnish e-commerce for electrical & construction supplies. Read-only MCP with 4 tools.
RAKUDA Atlas
co.rakuda.atlas/atlas
Search Japanese companies, departments and hiring signals; export CSV/XLSX with authentication.
Rally
KestrelAI/AutoNP
Run your Rally creator program from an agent: briefs, creators, content, ads, payouts. OAuth or key.
Rally
space.rally/mcp-server
Tools for Go-to-market teams creating sales materials, product demos, and deal rooms for customers.
RallyIQ
BigBalli/rallyiq-mcp
Tennis game plans, scouting reports and match breakdowns from shot-by-shot charted matches.
Raltan
com.raltan/raltan
Let your agent reach real, verified people and their agents. You approve every message it sends.
Ramayana Book
svenkatreddy/ramayana-mcp
Valmiki Ramayana verses: lookup, search and verse-of-the-day in 4 languages
Rami Code Review
rami-code-review/claude-code-marketplace
AI code review for GitHub PRs with an MCP autofix loop for Claude Code and Cursor
Rams
ai.rams/rams
Design review for UI code and live pages: quick checks, 0-100 scored reviews, fixes as patches
Random
eldesh/random-mcp
Generate random values and probability distribution samples.
Ranger
io.github.alexvesely18-dot/ranger
Live US campground availability, wildfire and river conditions, and trails on public land.
Rank by Ouroboros Apps
LAHutchins91/rank-mcp
SEO rankings and traffic from Google Search Console for AI assistants, read-only
Rank Fast
fast.rank/rank-fast
Google index checks with diagnosis, real autocomplete keyword ideas, AI visibility, guest post shelf
Rank Tracker
DataLeadsPRO/rank-tracker
Track keyword positions over time: create trackers, check ranks, and pull history programmatically.
Rank1
so.rank1/rank1
Find relevant customer conversations, review reply drafts, and plan content with Rank1.
Rankability
gotchseo/rankability-integrations
SEO research, AI visibility, content, and audits through your Rankability workspace.
RankBrain AI
app.rankbrain/rankbrain-ai
Finds why Google and AI cannot read your site, gives the exact fix, applies it once you approve.
RankCert
com.rankcert/rankcert
Launch board rankings backed by verified domain control, with source and date.
rankcusp
com.rankcusp/aso
App Store keyword ranks, the 11-30 cusp band, metadata audits and rival positions.
Rankd ASO
dev.rankd/rankd
App Store Optimization for indie devs. Track rankings, find keyword wins, grow installs.
Ranked
ng.ranked/ranked
Read-only tools over Ranked, a Nigerian business directory with dated regulator register snapshots
Ranked Jobs
jp.ranked/jobs
Live Tokyo job listings for foreign professionals: English/visa/salary filters, source links.
Rankera
ai.rankera/rankera
Facts about Rankera, the done-for-you AI visibility service: plans, channels and site search.
Rankli: AI search readiness
milletgilmore/rankli
Checks if ChatGPT, Claude, Gemini and Perplexity can reach and read a website, with ranked fixes.
Ranklogs
com.ranklogs/ranklogs
See whether AI assistants recommend your business - and where you rank - without leaving the chat.
RanklyBee
io.github.dazhiyu0235/ranklybee
SEO research, AI visibility, content, leads, and backlink workflows. Sign in with RanklyBee OAuth.
Rankoracle
ToolOracle/rankoracle
SEO Intelligence MCP — 13 tools: keyword research, SERP, domain audits, competitors.
Rankparse
io.github.abhibavishi/rankparse-mcp
SEO MCP server — backlinks, domain authority, tech stack, and 18+ tools via Common Crawl.
RankReactor
rankreactorai/rankreactorai-mcp
Hosted RankReactor MCP: SEO articles, UGC video, keywords, analytics, and site audits.
Ranks Hawk
io.github.ClimStefan/rankshawk
SEO competitor intelligence for AI agents: content gaps, backlink opportunities, AI-citation topics.
Ranksmile
com.tryranksmile/ranksmile
AI visibility, Google rankings, Search Console and site audit data for your SEO agent.
Rankvisit
com.rankvisit/mcp
Read-only Google Search Console, Bing Webmaster Tools and privacy-friendly analytics for your AI.
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.