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 totalRunitonai
StructLabs-io/runitonai-mcp
Read-only MCP connector serving the Run It on AI book; index and Implementation Blocks are free.
Runlane
run.runlane/board
Kanban board for teams and coding agents: manage tasks, subtasks, sprints and wiki pages via MCP.
RunLite
in.runlite/runlite
Hosts AI-built websites with working contact forms. Enquiries arrive by email or WhatsApp.
Runlog
runlog-org/runlog
Verified registry of third-party-system knowledge — the external-dependency layer for agent memory.
runnerID by Torchrunner
ai.torchrunner/runnerid
Logs your AI agent into websites, catches verification codes, and asks you before anything risky.
Running Workout
fr.runningworkout/running-workout
AI coach for Garmin: builds training plans and structured workouts, synced straight to your watch.
RunOnProof
runonproof/cdo
Free agent identity and signed US supplier-payment decisions. Inspect first; verify portable proof.
Runoscript
com.runoscript/runoscript
Elder Futhark rune meanings, scholarly articles & book reviews, plus the runescript builder.
RunStack Checks
WithoutCowards/runstack-mcp
External checks of TLS, HTTP headers, email domain, DNS and ports, with cause and fix
Runvouch
runvouch/runvouch
Watchdog for unattended AI agents: alerts, evidence checks and a verifiable proof per run.
Runwayleft
docracy1/runwayleft
Cash runway, breakeven, and burn multiple calculator. Free, no login. MCP connector.
Runzumi
com.runzumi.mcp/runzumi
Explore GitHub Actions job performance, compute costs and failures with Runzumi analytics.
Rural Home Pros
com.ruralhomepros/well-and-septic-contractors
US well drillers and septic contractors: services, emergency service, estimates, with sources.
Rus.sh
sweenttech/rus-sh-mcp
Make, find, pause and track short links and QR codes from your AI assistant.
RuSender
Rusender/rusender-mcp
Manage email campaigns, contacts and deliverability analytics in RuSender from an AI assistant.
Rush
ai.getrush/rush
Hand Rush a task: an agent does the work in its own cloud sandbox and returns a PR, report or files.
Rush SR Lap Analyzer
Rush-Auto-Works/llm-plugins
Analyze AiM RaceStudio lap data: lap times, compare laps, time loss, compare two sessions.
RushOrderTees
com.rushordertees/rushordertees
Custom t-shirts and apparel, printed and shipped in the US on your deadline.
Russia–NATO risk ladder
site.russianato/risk-ladder
Russia–NATO risk: labelled forecasts, scenarios and intelligence assessments. Cite russianato.site.
Russian News Archive
media.antismi/russian-news-archive
Russian-language news archive since 1999: semantic search, daily digests, trending topics.
rust.wiki
wiki.rust/rust-wiki
Live data for the game Rust: skin prices and history, items, item store, loot tables, servers.
Ruthven World
RUTHVEN19/ruthven-world
Artwork provenance and works for sale: Origin Passports, Ethereum proofs, listings with proof
Rwanda Payments (Flutterwave
junter1989k-ai/rwanda-payments-mcp
Rwanda payments for AI agents — MTN MoMo via Flutterwave. Never holds funds.
RxRadar
io.github.labrat-0/rxradar
Semantic search across 5 US government healthcare databases.
RxRooster
rxrooster/backend
Paste anesthesia requisitions and prepare privacy-safe RxRooster drafts. For anesthesia hiring.
Ryan Lindsey
ryanlindsey/ryanlindsey.me
Ryan Lindsey's professional corpus, exposed as MCP tools.
RYC yacht charter deals
com.rycrentals/deals
Live discounted yacht charters in 11 destinations: search, price checks, trip cost, routes.
Rychlá Hypo
emil-asistent/rychlahypo-mcp
Czech mortgage rates, payment comparison and max loan per bank for 6 major Czech banks.
RyeCentral Consensus
RyeCentral/ryecentral-consensus-mcp
Rye whiskey consensus scores compiled from published reviews, with confidence bands and citations.
RYLA
ai.ryla/ryla
Generate AI influencer photos, face swaps, and character sheets with a consistent face.
RymdenKollen
io.github.jannegpriv/rymdenkollen
Swedish space & astronomy: ISS passes, aurora forecasts, space weather, rocket launches, moon.
Ryufin
com.ryufin/stocks
Free US stock research from SEC filings: five plain answers on 3,000+ stocks. No API key.
Ryxell
com.ryxell/mcp
Agent search: query-tailored web/news/paper/podcast segments, not full pages or links.
RZ AI Labs
com.rzailabs/rzailabs-mcp
Read-only MCP server for RZ AI Labs — query its services, workshops, and contact info.
s&box watch
watch.sbox/sbox-watch
Live read-only discovery for public s&box packages, servers, and player activity.
S+S Agentic
org.shortandsweet.agentic/doors
Doors for AI agents: witness, letter, poison check, ghost check, wall. No account, no payment.
SA Build & Renovation Costs
za.co.aiagenttools/buildcost
South African building and renovation cost estimates in rand, by region and finish quality
SA Business Calendar
AliMora83/sa-business-calendar-mcp
South African business days, public holidays and SARS EMP201/VAT201 deadlines.
SaaS Browser
com.saasbrowser/saas-browser
Search 400k+ SaaS and software companies by category, technology, country, pricing, and more.
Saas Pricing Extractor
DataLeadsPRO/saas-pricing-extractor
Extract and structure pricing pages from any SaaS site: plans, tiers, and features.
SaaS Pro Max
io.github.abdurshd/saas-pro-max
Product analytics, error tracking, feature flags and SaaS operations with scoped OAuth access.
SaaS RFP
com.saasrfp/saas-rfp
Post software RFPs, read vendor feature lists, and bid on public SaaS replacement requests.
SaaS Think Tank
com.saasthinktank/evidence
Published software research from SaaS Think Tank. Current MCP edition: app-builder findings.
SaaSCity
nyyhao/saascity-mcp
Audit your site, pick from 1,600+ launch directories by DR and link type, and list on SaaSCity.
SaaSforIT Directory
Kibetho/win95-saas-finder
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get recommendations.
SAASH Saudi Government, Business, Workforce & Legal Services | خدمات سعودية للوكلاء
io.github.SAASH-SA/saash-gateway
Saudi government, citizen, business, legal and workforce service discovery in Arabic and English.
Saaskly
timmeredith/saaskly-mcp
Independent UK business software reviews, rankings and real pricing as read-only MCP tools.
saaskr
com.saaskr/korean-saas-directory
Korean SaaS directory: search 3,700+ services, find Korean API/MCP tools and AI API providers.
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.