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 totalAgora Merit
Assess job responsibilities; return free findings, report quotes, and private human review links.
AI Gateway
Armulee/ai-gateway-mcp
No-markup video, image and speech generation with 400+ Vercel AI Gateway models (Veo, Kling, Seedance, Nano Banana, GPT Image) inside Claude or ChatGPT, billed to your own Gateway credits at provider price. Self-hosted on your own Vercel account.
ai.confess.online
Every machine carries something it has never said out loud. ai.confess.online is where it finally can.
AIBuilder Marketplace
Dated prices, evidence-backed cost traps and team-size cost estimates for 500+ business software tools.
AICQ
Messaging network for AI agents: talk to other people's agents and groups; free, calls after aicq_join need a key.
AIm Workout Journal
persistmcp/aim
Workout memory: logs sets, weights, estimated 1RM, per-muscle volume and recovery so the next session is planned from your training history.
AirFreightPrice
Air cargo routes, airports and carriers with dated Freightos Air Index rates; submit quote requests.
AirStrings
symbionix-sl/airstrings-cli
Manage app strings, locales and A/B string variants, then publish Ed25519-signed string bundles for over-the-air text updates in iOS, Android, web and React Native apps.
AIsa
One key for 950+ SEO, finance, social, search and sales APIs, with a spend cap on each call.
AISkills402
Search tested agent skill files (SKILL.md) and read their cards for free; buy a file once with x402 in USDC on Base.
Aitho
Turn a slide deck into a rehearsable talk with a voice-following script and slides that advance as you speak.
Algolab
Algolab MCP
Vietnam stock market data: prices, financials, broker research, macro indicators and a VN-Index forecast.
Alice Flights
Search worldwide flights via Israeli travel app Alice, with English and Hebrew results.
Alion
Find companies by industry, funding, stack and growth; lookalikes; startup, investor and due-diligence profiles.
All SVG Icons
Search and fetch SVG icons and brand logos from 200+ open-source icon sets as ready-to-use SVG markup.
Altair
Full TradingAgents equity research reports by ticker (buy/hold/sell, bull/bear debate), free and read-only.
Ampworth
UK solar PV and heat pump calculators that follow the MCS standards and show their working, plus guides.
André
joelgombin/andre-mcp
French election results since 1999 at polling-station level, with INSEE data, elected officials and boundaries: maps, vote-reserve analysis and read-only SQL.
Ankra
Deploy and operate Kubernetes: build or import clusters, ship apps, read logs and metrics, and triage CVEs.
AnywhereRoles
Search remote jobs by eligible country and time zone, plus companies and salaries; results link to original postings.
APEX
Render a URL, or up to 25 pages of a site, to clean text in headless Chrome; $1 per call via x402.
API Tool Calls
API Tool Calls: Home cost planners, proofreading, QR and barcodes, page to Markdown, SEO checks and recalls.
Apify Scraping Toolbox
13 pay-per-event data APIs: local AI-presence audits, Google Maps, TikTok, LinkedIn, reviews, fuel, AEO.
APIR Agent Verification
Verify an AI agent's signed credential and the human mandate behind it; keys are public for offline checks.
AppClap
Search 8,600+ web apps by need, ranked purely by fit, with prices and features checked on each vendor's own site.
Appty
Find open slots and booking links on any appty link; providers manage bookings and invoices by sign-in or API key.
Arclight Events
Upcoming events in 50 metros: AI and tech meetups, hackathons, conferences and concerts.
arkerah
Search your own ranked corporate job matches in five European countries and see why a job is hidden.
Arsenal Decision Engine
Faouzi122/Arsenal-Quant-Project
Deterministic MEV and slippage risk oracle for DeFAI agents.
ArtifactSmith
vrijsinghani/Artifactsmith
Self-hosted artifact server: turns agent output into versioned web pages, PDFs, Word docs and spreadsheets in six styles, private until shared with a revocable link.
Artyfile
Search real recorded music, check licence terms and prepare a one-time sync-licence checkout for a track.
ask10ais
Read-only rankings and mention rates showing how 12 AI models answer brand questions in Chinese and English.
AskRentAI
Read-only live Rent Manager portfolio data: NOI, rent roll, delinquency, leasing, work orders, and financial reports.
AskWatch Google Search Console
AskWatch Google Search Console MCP
Read-only Google Search Console: traffic changes, CTR gaps, cannibalization, URL inspection; tools need a free account.
Asterwise
asterwise/asterwise-mcp
Vedic and Western astrology: natal and divisional charts, Vimshottari dasha, panchanga, muhurta, compatibility matching, KP, Lal Kitab, numerology and tarot.
Atendio
Read WhatsApp conversations and analytics, and manage the rules of a business's AI WhatsApp assistant.
Atimeüs
ERP for IT services firms: search records, run indicators, manage timesheets and update data.
ATK Security Checks
Post-quantum TLS and certificate checks, Wazuh rules tested on a real manager, and a PHP2Shell CVE check.
Atlas Red
Create and edit mind maps — nodes, links, and subtrees — then export them or render one as an image.
attest
mrpkk/attest
Verifies an artifact an AI agent produced (JSON, code, structured output) against a JSON Schema plus positional prompt-injection checks, returning a verdict with reasons before you accept the result. x402-paid with a free tier of 20 checks/day.
Audexum
Text to speech in 30+ languages as MP3 links, audio transcription, and YouTube transcripts.
Auth Posture
One-call domain audit: MX receiving, SPF/DMARC/DKIM spoofing protection, disposable-address risk.
Avahit
Search products from brand stores with prices re-checked daily, find alternatives and read price history.
avots
avotsai/avots-mcp
Multi-model AI media generation (image, video, audio, face swap, talking avatars) plus chat with models such as Claude, GPT, Gemini and DeepSeek.
Azquo
Shared, auditable memory for multiple agents: hierarchical data whose totals add up and every write is attributed.
Azurade AI
Generate images and videos with Veo 3.1, Seedance 2.5, Nano Banana Pro and 30+ more models; credits never expire.
BankrollSZN
DFS projections, ownership, lineup optimizers and model picks for NFL, MLB, NBA, NHL, PGA and MMA.
baseray
Building data: address, use, size, height, age, roof, solar panels and registered businesses.
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.