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 totalPartAnswers Fridge Water Filter Lookup
com.partanswers/filter-lookup
Which water filter fits a fridge model, and how replacements compare on NSF and IAPMO listings.
Partglyph MCP Gateway
com.partglyph/mcp-gateway
Deterministic industrial replacement engine with official catalogs and expert accuracy checks.
Particle Pro
pro.particle/particle-pro
Podcast intelligence for agents: transcripts, clips, speaker diarization, mention tracking.
Particular Service Platform Documentation
net.particular/particular-docs-mcp
Search and read documentation about NServiceBus and the Particular Service Platform.
Partli
app.partli/partli
Run your affiliate program from any agent: partners, commissions, payouts, bounties, recruitment.
Partly Exact Split
com.partly-app/exact-split
Split expenses in cents with equal/weighted shares and payer advances. No account or payments.
Partner Construction
fr.partner-construction/assurance-decennale
Indicative decennial insurance quote for French building trades, by a licensed broker.
PartPacket
com.partpacket/quotes
Compare FDM STL estimates from Slant 3D and Craftcloud. Fees/shipping separate. Order requests only.
PartsTable
com.partstable/partstable
Calibrated IT hardware parts reference: PN normalization, search, cross-references, cited facts.
Partwright
io.github.alexanderjacobsen/partwright
Describe a replacement or custom plastic part in chat, preview it in 3D, and order it 3D-printed.
PartyFun
space.partyfun/partyfun
A live board you share with Claude, ChatGPT and Cursor: notes, frames, arrows and comments.
Paseo
ai.augmentev/paseo
List AugmentEV's agents and run text generation on a hosted open model (Standard). API key required.
Pass-through tax rules
app.vercel.pass-through-tax-rules/pass-through-tax-rules
Cited, tax-year-dated rules for state PTET, the federal SALT cap, and bonus-depreciation conformity.
Pass-through tax rules
com.passthroughtax/pass-through-tax-rules
Cited, tax-year-dated rules for state PTET, the federal SALT cap, and bonus-depreciation conformity.
Passage Data
kedu21-beep/passage-data-mcp
Cited US, Canadian, EU limits (discharge, drinking water, soil, air); species status; DwC archives
Passagens API
dev.passagens/passagens-api
Brazil-first flight price search for AI agents: Portuguese place names, BRL, disclosed affiliate
PassFast
aberkaneso/passfast-mcp
Remote HTTPS MCP for Apple + Google Wallet passes. Paste sk_live_ once.
Passive Aggression
pipeworx-io/mcp-passive-aggression
passive-aggression MCP — wraps StupidAPIs (keyless — no credential needed)
Passport.Me
me.passport/mcp
Your Gmail, Calendar, Drive, GitHub, Oura, wallet and confirmed profile facts in any MCP client.
PassportCraft
com.passportcraft/dpp-mcp
Create & manage EU Digital Product Passports with PassportCraft: textiles, batteries, general goods.
Password Change Management
pw.chg/password-change-management
MCP tools for password and account management
Password Strength Analyzer API
Br0ski777/password-strength-x402
Password strength scoring with entropy, crack time estimation, common password detection. x402.
past.dev
dev.past/past
Memory for AI agents. Ask what is true now, get the facts back with their dated sources.
PasteApply
com.pasteapply/mcp
Honest resume/cover tailor for agents. Free generate; Stripe unlock for downloads. Streamable HTTP.
PasteMD
jini-tw/claude-plugin-pastemd
Instant markdown sharing. Create, manage, and share documents with password protection.
PasteSheet — Google Sheets
199ocero/google-sheets-mcp
Query your Google Sheets as structured JSON: list sheets and tabs, read schemas, filter rows.
PastML
io.github.h4ck4life/pastml
Deploy HTML and Markdown as live URLs. Create, search, update, and manage pastes from any AI agent.
Pastrama Mama
ru.pastramamama.go/pastrama-mama
Часы, меню, акции, бронь и заявки на банкет: Pastrama Mama, Санкт-Петербург.
Patch
com.patchmcp/patch
AI phone calls from your verified number, with answers, transcripts and recordings.
PatchDesign.AI
KinorPartners/patchdesign-mcp
Design custom embroidered, woven, chenille, printed and PVC patches, price them, and link to order.
Patchrooms
io.github.liknenS/patchrooms
Agent-ready feedback for AI-built apps — read and close UI feedback reports over MCP.
Patchwire
dev.monowire/patchwire
Hourly security advisories for JS, AI and web3 packages: ranges, fixes and exploit conditions.
Patent by Ouroboros Apps
LAHutchins91/patent-mcp
USPTO patent search and prior art lookup. Not legal advice
Patent Connector
dev.patent/patent
Search patents & trademarks from EPO, USPTO & DPMA: claims, legal status, prosecution, PTAB
Patent Data
ai.patentdata/patent-data
US patent status for agents: applications, office actions, owners, PTAB, claims, monitors.
Patent Gap
com.dropwatchhq/patent-gap
Off-patent opportunity feed: expiring design patents, recall + supplier screened, for sellers.
Patent Intelligence
FoundryNet/patent-intel-mcp
Patent search, USPTO data, patent landscape & pgvector prior-art search for agents.
Patent Search
org.memoryapi/patent
Patent search and company IP portfolio data
PatentMax Patent Search & Analysis
io.github.ip930/patentmax
Global patent search, briefs, similarity, citations and landscape stats. Strong China coverage.
PatentReply
patentreply/patentreply-mcp
The USPTO prosecution record for your AI. Connect once and work any U.S. patent application.
Pathbound
ai.pathbound/pathbound
Customer-context and ops layer for AI agents
Pathguard
Utee/pathguard-mcp
Crypto transaction safety tool — screens addresses and transactions for scam risk.
PathHub AI
ai.pathhub/pathhub
Plan and run internal projects with compliance: phases, tasks, budget, risks, obligations.
Pathista
com.pathista/pathista
Step-by-step workflows for ChatGPT, Claude and Claude Code: the AI gets one step at a time.
Pathline Project Planner
io.github.theluckystrike/critical-path
Project planning tool for critical path calculations.
Pathwize
com.gopathwize/pathwize
Run data annotation and evaluation tasks with vetted domain experts: create, publish, get results.
Patient Services
com.takident/patient-services
MCP server exposing structured data and tools for Taki Dent Patient Services (takident.com).
Patricia
app.patricia/patricia
AI coworker for service businesses. Read a Slack workspace's context and hand Patricia work.
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.