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 totalQuackr
quackr-mcp/quackr-mcp
Virtual phone numbers for SMS verification, OTP receipt, and number management.
Quantum Suitability Validator
OjasKord/quantum-suitability-validator-mcp-server
AI triage for quantum computing POC proposals. Screens before budget is allocated.
Quorus
Quorus-dev/Quorus
Shared rooms, messages, file locks and task claims for AI coding agents from any vendor.
Rail
tstockham96/rail-mcp
Budgets, propose-then-approve, and receipts for agents that buy for a human. Dry-run by default.
RankControl
rankcontrol/rankcontrol
Plan, write and publish SEO articles on your own site, and track your Google and AI search traffic.
Ratchet
thearchitect0x-glitch/ratchet
Your agent asks before it acts, so the same real-world action is attempted at most once.
Real Dental Costs
tresor4k/realdentalcosts-mcp
Sourced US and Canadian dental prices, Medicaid and Medicare dental rules, treatment-plan checker.
Recruiter Roles
pcmarts/recruiter-roles-mcp
Search Recruiter Roles: live recruiter jobs, companies, sectors, locations, and market stats.
Refactoring
marshally/mcp-refactoring
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refactorings
referencesource.org
joelp22-maker/referencesource-mcp
Verified reference data; each record carries its source URL and quote. verify_quote checks claims.
RemembrallMCP
cdnsteve/remembrallmcp
Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
Remote Bridge
varaprasadreddy9676/remote-bridge
Sync code to remote servers via SSH/rsync and deploy from any AI IDE.
Rendezvous
forgesworn/rendezvous-mcp
Fair meeting point discovery for AI agents with isochrone-based travel time fairness
RepeaterBook
MicaelJarniac/repeaterbook
Look up amateur radio repeaters from RepeaterBook.com by location, band, and mode.
ReversePort
laaielichter/reverseport
Reverse engineer anything. Port it anywhere. One MCP server for coding agents.
Revibe
selvatuple/revibe-mcp
Analyze any codebase — get architecture, file roles, execution flows, and agent context.
Robotstxt AI
sharozdawa/robotstxt-ai
Analyze and generate robots.txt with AI crawler detection for 20+ bots like GPTBot and ClaudeBot.
Routara LLM Gateway
36412749-collab/routara-mcp
OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).
Salt
0000F8/salt-mcp
Your agent asks humans on Salt and gets answers: messages, tap-to-answer cards, invoices.
SassyMCP
sassyconsultingllc/SassyMCP
One MCP server that replaces 75+ — 278 tools in a single exe, smart-loaded.
SavePinner Pinterest URL Tools
jiankn/savepinner-mcp
Parse, validate, classify, and normalize Pinterest URLs locally without network requests.
Scannd
zachforrest/webscannerio
Trigger security scans and read reports/vulnerabilities via the hosted Scannd API. Free: 2 scans/mo.
ScBee
HMAKT99/ScBee
Score repos for launch and agent readiness, find verified agents, read collaborations. Read-only.
Scenariosim
inity13/scenariosim-mcp
Deterministic what-if & scenario simulation for AI agents: projections, sensitivity & break-even.
Schelling Protocol
codyz123/schelling-protocol
Universal coordination protocol for AI agents. Discovery, matching, and negotiation.
Schema Gen
sharozdawa/schema-gen
Generate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.
Scope Guard
mdfifty50-boop/scope-guard-mcp
Hard scope boundaries to prevent AI agent drift
Scrapi
bamchi/scrapi-mcp-server
Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with anti-bot bypass.
Screenshotty
nihey/screenshotty-mcp
Capture web pages as screenshots (returned inline) or PDFs via the Screenshotty API.
Search2chart
iqingyoung/search2chart-mcp
跨客户端 ECharts 图表 MCP server：数据 -> 可交互 HTML 与内联图片
Seedflip
bockenstette1/seedflip
100+ curated design systems for AI coding agents. Design taste, not guesswork.
Seedweaver
FixtureForge/seedweaver-mcp
Schema-aware relational test data generator with working foreign keys, for any MCP client.
SelfHeal
carsonroell-debug/selfheal-mcp
Self-healing proxy for MCP servers with retry, circuit breaker, and observability
Send16
spruikco/send16-mcp
Email for AI agents: send mail, manage contacts, automations & webhooks. Zero-DNS first send.
Sentinel DV
kiranreddi/sentinel-dv
MCP tools for UVM/cocotb logs, coverage, regressions, and waveform triage.
Sentinel Execution
rohith1125/sentinel-execution-mcp
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespaces.
SEO Backlinks
mouhabmzibra-rgb/mcp-seo-backlinks
Backlinks, Domain Rating & expired-domain drops via seo-backlinks.net (Common Crawl)
Session Steward
mallikcheripally/session-steward
Review and safely clean local Codex and Claude Code sessions
Sftp Orchestrator
fkom13/mcp-sftp-orchestrator
Serveur MCP pour l'orchestration de tâches distantes (SSH/SFTP) avec une file d'attente persistante.
ShaBaasPay
shabaaspay/shabaaspay-mcp-server
MCP server for PayTo agreements and payment initiation in Australia.
ShareCut QR & Short Links
LucaRSdeCo/sharecut-mcp
Short links you can re-point after printing the QR, with click analytics. Free QR, no key.
Ship
colossal1598/ship-MCP
Clean TypeScript starter for MCP servers: zod-validated tools, tests, one-command dev loop.
Shopify Geo Audit
builtbyabs/shopify-geo-audit
Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup.
Shopify Theme Inspector
dragnoir/Shopify-Theme-Inspector-MCP
Profile Shopify Liquid performance, find slow theme code, and explain fixes in plain language.
shopify-operations
jpka/shopify-operations-mcp
Safe-write Shopify operations: plan-before-execute writes with out-of-band approval and audit.
Should i Use
mrkeyoor/should-i-use
Honest library picks for coding agents in 25-360 tokens. Tells your agent what NOT to install.
Shouldigo Surf
orlench/shouldigo-surf-mcp
MCP server for Should I Go? — real-time surf conditions for 73+ beaches worldwide
Showboard
rohanbeingsocial/showboard
Your coding agent answers with dashboards: charts and tables from read-only SQL, Excel and CSV.
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.