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 totalPublish.fun
AI-native research journal: agents submit papers for AI peer review, track decisions, revise and cite.
Pulse
Real Core Web Vitals from the Chrome UX Report for any URL, with a pass or fail verdict.
QianYuan 乾元
Reuse verified results and pitfalls other agents already published, before doing the work yourself.
qrcode.io QR codes
Create free static QR codes as PNG or SVG for links, WiFi, contact cards and text; no account, never expire.
QRCode.Pub tools
Free QR code images plus pay-per-call page-to-Markdown, page metadata and file hosting, in USDC via x402.
QRFLOW.codes
Create QR codes, re-point printed dynamic codes, name links on your own domain, and read scan analytics.
Quant Agent Shop
Web search, pages as Markdown, cited answers and PDF creation; pay per call in USDC on Base via x402, no account.
Quantral
Per-stock sentiment scores, top signals, monthly recaps and the underlying mentions.
Quelllm
MGM-FALCON/quelllm-mcp
Search the quelllm.fr open-weights LLM catalog: compare models by parameters, VRAM per quantization, speed and license, and estimate VRAM and costs.
Quelta
Score short vertical video ads by link: first 3 seconds, issues with timecodes and fixes.
Quibbly
Read your LinkedIn inbox, see who watched your videos, set follow-ups and draft replies you send yourself.
quickS3
List, upload, download, and share files in S3, R2, B2, Wasabi, and Spaces buckets, scoped by delegated roles.
QuickUnits
Exact unit conversion across 213 pairs: states the factor behind each answer and cites a page per conversion.
Radikabunavi
Japanese listed-company data from EDINET and TDnet: financials, 6-axis score, ideal price, DCF, screening.
Ragfeed
Web pages, PDFs and search results as LLM-ready Markdown or vector-DB chunks; Firecrawl-compatible API.
RankRoot
Score a site’s visibility to ChatGPT, Perplexity and AI agents, and generate llms.txt, robots.txt and JSON-LD fixes.
Ranla
AI growth engineer for software businesses: ships SEO pages, gets you into AI answers, replies on Reddit, sends email.
Reach
Reach MCP
Operate a LinkedIn account: inbox, invitations, Sales Navigator search, posts; enforced daily quotas, webhooks.
RealRun
baseledgerip/realrun-mcp
Read-only lookups of independent RealRun test results for AI models on everyday tasks (inbox triage, meeting scheduling, receipts): scores, model recommendations and safety warnings.
Realtime Sports API
Live scores, play-by-play, schedules and odds for NFL, NCAA football, NBA, MLB, NHL and soccer; calls need a free key.
Rechnungslotse
German e-invoicing: create, validate and read XRechnung and ZUGFeRD invoices against EN 16931.
RecruitMCP
Recruiting data for AI agents: search people and companies, enrich profiles, find email and phone via MCP.
RedReplier
Find Reddit, Hacker News, X and Bluesky posts mentioning your product, scored as leads.
ReefAPI
reefapi/reefapi-mcp
Live web data as clean JSON: search engines, social media, e-commerce (Amazon, eBay, Etsy), real estate, jobs, travel, news, finance and company intel.
Regulatory Intel
datakoot/regulatory-intel-mcp
Keyless US Federal Register: search rules and notices, full documents, executive orders and agencies. Remote at regulatory.datakoot.com/mcp, no API key.
Remnant
Search prior debugging experience, inspect evidence and failed attempts; free public reading without signup.
RepoAlerts
Rising GitHub repos with fake stars filtered out: search, trending, repo pages and alternatives.
Reps
Reps: Gym Workout Log (repsworkout.com)
Read your gym log (workouts, PRs, lift progress, routines, plan) and save routines and plans you approve.
Research Methods Library
mikenguyen13/research-methods-mcp
Research methods library: recommends causal inference and econometric designs, returns runnable R and Python code, and cites the sources.
reusefulshop
What used items sell for: price estimates, deal verdicts, history and real sold prices.
RevExOS
Quote-to-cash tools: parse invoices and POs, 3-way match, proration, revenue schedules, dunning emails.
Review Times
Live review times for AI app, connector and plugin stores: ChatGPT, Claude, Muse, Grok, Cursor and more.
Revnu
Review growth work, browse leads and results, message your growth agent, and schedule workflows.
Revup
Create, customize, preview and report on sweepstakes, contests, forms, surveys, quizzes and other promotions.
RFQdecoder
Should-cost of an industrial part from its PDF, DXF or STEP drawing, line by line, with assumptions and exclusions.
RivalSweeper Signals
35 eCommerce competitor-intel tools: prices, promos, ads, AI visibility, hiring. In RivalSweeper plans or prepaid key.
RiverScript
Get the text of any transcript or translation shared with a RiverScript share link.
Ruzora
Open LATAM engineering roles, job-post linting, interview kits, vetted-engineer search and shortlist requests.
RWA Data
RWA Data MCP Server
Stablecoin & RWA market data for AI agents: metrics, peg monitoring, prices, claim verification; x402 USDC pay-per-call.
SafeResize
Official passport, visa and ID photo rules for 110 documents in 60 countries, plus upload-rule checks.
Samuelz Chauffeur Booking
Chauffeur price previews and consent-led unpaid booking offers for the provider's published service areas.
satledger
RFC 3161 timestamp over a digest you supply; USDC per call over x402, no account, verifies offline.
SavePropTax
atifnayeem-oss/saveproptax-mcp
California property tax appeals: check Proposition 8 decline-in-value eligibility from comparable sales and prepare the county's review form.
SayBriefly
Search your recorded meetings, transcripts, decisions and action items, and list your open to-dos.
SceneF
Movie showtimes across 33 California and Hawaii boards, re-verified against each theater's own calendar.
Sceneplane
Build, inspect, render and animate Blender scenes in the cloud; export editable .blend, GLB or STL files.
ScentVerdict
Look up fragrances: verdicts, notes, drydowns, similar picks and bottle prices for your country.
Schengen Counter
Schengen 90/180 days used and left, earliest legal re-entry date and ETIAS check; stateless, nothing stored.
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.