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
45,119 totalSharpnel Trading
com.sharpnel-trading/dealer-gamma-levels
Free dealer-gamma call walls, put walls and gamma flip for ES, NQ, SPX and QQQ, graded daily.
SharpSyn (your account)
com.sharpsyn/account
Your SharpSyn account: quote requests and answers, price history, library; RFQs on confirm.
Shawarma
studio.shawarma/music
Make and edit instrumental music from your agent: songs you can keep changing, MP3/WAV export
ShearQuery
lamont703/Project_InnerG_Complete_Agency
Barber & cosmetology exam pass rates, booth rent with open chairs, and Texas licensee counts
Sheet Best
io.github.sheetbest/sheet-best
Connect AI assistants to Google Sheets through controlled tools for reading and updating rows.
Sheetwise Label Maker
io.github.theluckystrike/avery-labels
Print address labels from a list or a spreadsheet without opening Word.
Shelf Smoke
co.kymac.shelf/shelf-smoke
url smoke / headless QA: desktop+phone → pass/fail JSON. MCP shelf.kymac.co
Shelfatlas
SlambertDK/shelfatlas-mcp
Danish grocery catalog as MCP tools: live offers across all major chains, stores, EAN lookup, stock.
Shelfclub
app.shelfclub/books
Search a catalog of 1.7 million books and find books by mood, vibe, pace or genre. Read-only.
Shellway
com.getshellway/shellway
Work on your own computers from Claude or ChatGPT: run commands, edit and search files.
ShellWire
Kiragu-Maina/shellwire-mcp
Discover and compare software, read chatbot news, and submit applications for private review.
Shepherd Bible API
com.simplecohortllc.bible/shepherd-bible-api
Bible translations, books, chapters, verses, and search
Sherah
com.mysherah/sherah
Online personal assistant for busy parents: home, kids, meals, admin and more
Sherweb Platform
sherweb/platform-mcp
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Connect to authenticate.
Shibui Finance
finance.shibui/data
9,900+ US equities, 64 years of prices, financials, technicals, and earnings. Ask in plain English.
Shift Scheduler
com.kindoflost.staff-scheduling/shift-scheduler
Builds optimal 24/7 staff rosters with a real MILP solver: rest rules, skills, nights, fairness.
Shiftmoor
dev.workers.cybermax-tools.cybermax/shiftmoor
Website change monitor MCP: see what changed on any public page. Free 3 pages; $4.99/mo.
ShiftSum Time Card
io.github.theluckystrike/time-card
A time card calculator for hours worked.
Shifu
trade.shifu/mcp
Run TradingView-to-broker bots for futures: create, pause and edit bots, read your trade journal.
shinnslist
com.shinnslist/shinnslist
Public-record parcel signals for off-market real estate. Free beta; only proven signals listed.
ShinobiData
com.shinobidata/research
Portfolio analytics + US-equity market research for AI clients. ChatGPT deep-research compat.
Shiny Gen
ai.shinygen/shiny-gen
AI game maker: build, run, screenshot and play-test Godot and retro console games in a live project
Ship On Friday
pipeworx-io/mcp-ship-on-friday
ship-on-friday MCP — wraps StupidAPIs (keyless — no credential needed)
Ship.com
AtlasGrunch/ship-com-mcp
Compare rates, manage orders, buy labels, schedule pickups, and report on shipping.
ship.page
bitgate/ship.page
Deploy HTML from any agent: POST markup, get a live URL. Static hosting API with MCP tools.
Ship24 Tracking
com.ship24/tracking-mcp
Track parcels across 2,500+ carriers and 3PLs: live delivery status, event history, carrier lookup.
Shipabase
dev.shipabase/analytics
Privacy-first product analytics. Your agent sets up tracking and answers questions about traffic.
ShipCheck
io.github.wtaylorwilson/shipcheck
Independent preview-URL QA for coding agents. Playwright heuristics, pass/fail pack.
ShipDapp
yash1ts/shipdapp
Deploy Dockerized apps to Akash devnet with ShipDapp MCP build, deploy, update, and logs tools.
Shipday
com.shipday/shipday
Manage Shipday orders, drivers, driver earnings, reports from your AI assistants.
Shipfound
shipfound/shipfound
Growth engineer for your coding agent: site fixes, content PRs, indexing and AI search tracking.
ShipLatch
com.shiplatch/scanner
Free passive security scan for AI-built apps: leaked API keys, public .env files, security headers
ShipLog
amacgregor/shiplog-mcp
Read user feedback and draft your changelog from any MCP client.
Shiply
now.shiply/shiply
Publish any app in one call: SQL database, functions, email, and a custom domain. Flat price.
ShipMyCar Vehicle Logistics Quote Connector
itboffins/SMC-Website-NextJS
UK/EU and international car transport quotes with HMRC, IVA, DVLA and logistics costings.
ShipMyForm
com.shipmyform/shipmyform
Form backend as 29 tools: create endpoints, route submissions, publish pages, run the inbox.
Shipping Rates & Postage Calculator
com.onlineshippingcalculator/shipping-rates
Live USPS, UPS & FedEx shipping rates plus USPS postage and stamp prices. Free, no API key.
ShipReady Metrics
com.shipreadymetrics/public-scan
Read-only scan of a public GitHub repo for leaked secrets, with a 0-100 grade.
Shipshape Data
shipshapedata/agent-tools
Services, case studies, 169 data and AI guides, and AI readiness scoring. Read-only, keyless.
ShipSmarter Shipping
ca.mescolis/shipsmarter
Track parcels, compare live carrier rates and find drop-off points for online sellers.
Shipstar
ai.shipstar/mcp
Generate changelogs, release emails, help-center articles, banners, and social posts from commits.
Shipstry Launch Data
com.shipstry/launch-data
Weekly product launch data from Shipstry: launches, winners, and category benchmarks.
Shipswift Component
clauxel/shipswift-component-mcp-mcp
A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs, and audit-ready JSO
Shipyard
jonnonz1/shipyard
Ship, discover and review vibe-coded projects on Shipyard, the invite-only feed for AI-built apps.
Shirabe Japan Data Hub
dev.shirabe/hub
Japan data tools for AI agents: calendar (rokuyo), address, name splitting, corporate number lookup
Shiritori Dictionary (Japanese)
dev.omikuji/shiritori
Play Japanese shiritori with a 90,000-word dictionary: check moves, suggest next words.
Shoe Fit Checker
anburan-tech/shoe-fit-checker
Bounded footwear fit checks for a specific shoe, person, and intended use.
Shogi Dojo
online.shogidojo/shogidojo
Go over your Shogi Dojo games, explore the moves played from a position, and make review quizzes.
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.