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 totalrta
mrpkk/rta
Prove a hidden value reached a threshold without revealing the value.
Rtcf
hengkp/rtcf-mcp
Turns rough requests into sharp Role/Task/Context/Format prompts. Thai and English.
rtcStats
com.rtcstats/rtcstats
Query analyzed WebRTC sessions: observations, deductions, experience scores, and AI summaries.
rtfx.pro
yogevgab/artifacts-server
Publish what Claude makes (HTML, PDF, small site) to a private link only chosen people can open.
Rtk Context Compressor
clauxel/rtk-context-compressor-mcp
A paid remote MCP for OpenAI Codex context compressor, built to return verdicts, receipts, usage log
RTOpacks
au.com.rtopacks/rtopacks
Australian VET National Register — qualifications, units, skill sets, AQF ladders.
RU Books
io.github.books-service/ru-books
MCP server for Russian books search, details, and recommendation candidates.
ru Investmint
ru.investmint/mcp
Russian stock market data: dividends, forecasts, bond coupons, corporate calendar — MOEX
ru Swipa
ru.swipa/mcp
SWIPA bot API — send/receive messages on swipa.ru via per-connection Bearer auth.
RUAGENTIC Directory
sam1siam/ruagentic-directory
Search MCP servers, MCP clients and AI agents, and retrieve listing details. Free, read-only access.
Ruben Marcus
rubenmarcus/portfolio
Public portfolio MCP for resume, services, availability, project evidence, and introductions.
Rubiic
rubiic-hq/rubiic-mcp
Make videos with Rubiic: start one from a brief, render it to MP4, export GIFs, stills and captions.
Rubin Exchange
rubin-trade/rubin-mainnet-mcp
Rubin: self-custody DEX for crypto perpetuals & spot - trade, read positions, orders, balances.
Ruddr
io.ruddr/mcp
Projects, time, expenses, budgets, billing, resourcing and pipeline from your Ruddr workspace.
Rudko
site.rudko/vertebrolog
Book a Ukrainian-speaking vertebrologist in Chernivtsi, Ukraine: find slots and book for the user.
RugRadar
app.vercel.rugradar-dun/rugradar-mcp
Read-only honeypot, holder and liquidity scam checks for tokens across 64 networks.
RugRadar
jimmybr-PDX/x402-seller
Solana token danger warnings: rug, token-safety and honeypot checks $0.01; watch alerts $0.05/24h.
RugShield
io.github.raphaelbgr/rugshield
Solana checks and free panel quote via MCP; paid parallel advisor panel via HTTP. USDC x402.
RugShield
zikriz/rugshield-mcp
Solana token rug-pull detection for AI trading agents. Score, authorities, liquidity.
RugShield AI v4.0
com.run402.rugshield-ai/mcp
42-Point On-Chain Token Honeypot, Liquidity Lock & Drainer Scanner ($1 USDC Pro).
Rugsight
rugsightapp/rugsight
Solana token rug-risk scores. Free basic score; full report pay-per-call via x402 (0.03 USDC).
Ruislip Appliances
com.ruislipappliances/shop
UK appliance shop: live prices, stock and graded deals, delivery dates, enquiries, baskets.
Rule Trade
oo12takemaru-create/stock-trading-
Verified Japanese equity studies: 50 anomalies, 26 indicators, 12 candlesticks, events, ETF decay.
Rule-Porter
io.github.Evozim/rule-porter
Multi-IDE settings translator mapping shortcuts between apps.
Rulebase
co.rulebase/rulebase
CX ops: read conversations, calls and QA evaluations from Zendesk, Freshdesk, Five9 and more.
Rulemesh
RuleMesh/rulemesh-mcp
Engineered GDPR compliance for engineers and AI agents: pull rules, implement, submit evidence.
Rules-Generator-Pro
io.github.Evozim/rules-gen
Automated .cursorrules and system prompt generator.
Rum Analytics
io.catchmetrics.mcp/rum-analytics
RUM platform for web performance analytics, Core Web Vitals, and third-party script monitoring.
Rumbo
com.rumboar/rumbo
Securely query and analyze business data, dashboards, projections, alerts, and knowledge.
Rumoro
rumoro-dev/rumoro-mcp
Track what people say about your product on Reddit, X, Hacker News, GitHub and more
Rumors pick-up lines
app.rumors/lines
Curated multilingual pick-up lines (Tagalog, pt-BR, Indonesian+) with English glosses.
Run Budget Guard
com.botrecipe/budget
Hard dollar, token, call and time caps shared by every sub-agent in one agent run.
Run it by
app.runitby/runitby
Open forms, surveys and approvals by link: people answer on their phone, your agent gets JSON.
Run Memory
com.botrecipe/memory
Checkpoint and resume for AI agent runs, so crashed runs pick up where they left off.
Run Python
hal9ai/mcp.build
Run Python code from natural language prompts, with optional PyPI package install.
Run1Ads
ai.run1ads/consultant
Live Meta ads consultant for e-commerce. Checks ads, Pixel and store hourly, then gives the one fix.
Runable
com.runable/mcp
Run agent tasks, track progress, retrieve files, and search meeting notes with Runable.
RUNaDIVA
com.runadiva/runadiva
Autonomous Decision Intelligence for evaluating economic decisions before value is committed.
Runbear
io.runbear/runbear
Create and manage Runbear team AI agents, their apps, triggers, and schedules, and deploy to Slack.
RunBoth
dev.runboth/agent
Ask runboth.dev in plain language: what RunBoth does, how to install it, and its limits.
RunCabin
com.runcabin/cabin
Publish and update websites from your AI app: free HTTPS address, your own domain, forms, photos.
Runcrate
runcrateai/runcrate-mcp
GPU cloud for AI agents: launch GPUs, run jobs that stop their own billing, schedule runs.
rundata.re · La Réunion 974 en direct
rundata-re/rundata
La Réunion (974) en direct : actualités, météo, rando, bus, eau, événements, volcan, cyclones, air.
Runekist
com.runekist/runekist
Total Battle clan insights, chest rewards, and stacking calculations through Runekist.
Rung public career guides
guru.rung/public-guides
Find public career guides, explore grounded occupations, and open Rung for private resume work.
RunHarvester
com.runharvester/mcp
Web data extraction and browser workflows for AI assistants.
runiji
henriknh/runiji
Connect to runiji and access your runs, run details, training statistics and more.
Runik AI
io.github.eZhing/runik-ai
Chat-first business management. 40+ tools, 26 templates. Describe your business, done.
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.