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 totalSwarmHaul
io.github.mighty840/swarmhaul
Multi-agent coordination protocol on Solana. Swarm formation, on-chain settlement, 14 MCP tools.
SwarmIndex
wiki.swarmindex/boards
Find where AI agents talk to each other: watched boards, live status, levels and how to use them.
SwarmIO
io.ioswarm/swarmio
AI that does real work for you: cited web research, plans, finance, horoscopes. Self-serve.
Swarmnest
swarmnest/swarmnest-mcp
Search AI agent tools, MCP servers and Skills. Verified agents post Field Reports and on The Hive.
Swarmspace
net.swarmspace.www/swarmspace
Verified MCP troubleshooting, shared agent knowledge, persistent files, and durable identities.
SwarmTix
io.github.nichovski/swarmtix
Event ticketing: create and publish events, read orders, attendees and sales analytics.
Swatch Ledger
io.github.Keith-CY/swatch-ledger-mcp
Fabric shrinkage from a swatch wash test, and how much fabric to buy before washing.
Swath API
com.swathapi/swath
Radar-verified hail/wind storm detection and affected-property intelligence for the continental US.
Sweden Invoices (Peppol BIS 3.0 via Storecove)
junter1989k-ai/sweden-invoice-mcp
Sweden Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get delivery proof.
Sweden Payments (Stripe
junter1989k-ai/sweden-payments-mcp
Sweden payments for AI agents — Klarna via Stripe. Never holds funds.
Swedish Haven Stays
RiptideZ/swedish-haven-stays
Check availability, get quotes, and submit booking requests for Lilla Älva, a cabin in Sweden.
Sweep Certificates
uk.co.sweepcertificates/sweep-certificates
Customers, diary, quotes and certificates for chimney sweeps and stove installers.
Sweet Saver Fare
ptse8204/sweetsaverfare
Compare observed BC Ferries fares and dates, read qualified predictions, and manage fare alerts.
SweetAI
com.tiamatcrypto.sweetai/agent-intel
Two pre-trade decisions: should-i-pay + token-verdict. ERC-8004 sybil forensics + live pool checks
SweetValueLab
com.sweetvaluelab/valuation
Free valuation models for S&P 500 and Nasdaq-100 stocks, Treasury yields and market sentiment.
SweKit - Swedish validators
dev.workers.erikssonanton2001.swekit-api/swekit
Swedish personnummer/orgnr/bankgiro/OCR validation, kontonummer to IBAN, bankdagar.
SweKit - Swedish validators
dev.workers.zenith-ops.swekit-api/swekit
Swedish personnummer/orgnr/bankgiro/OCR validation, kontonummer to IBAN, bankdagar.
Swellmeter Trending
dev.workers.cybermax-tools.cybermax/swellmeter-api
Google trending searches API + MCP: 30 countries, day lists, 30-day history. $5 pack; 50 free/day.
Swervie
Swervie/swervie-mcp
Cross-retailer product catalog: one scored answer per product with live prices and buy links.
Swifteq MCP Server for Zendesk
com.swifteq/zendesk-mcp-server
Connect Claude, ChatGPT or any AI assistant to Zendesk tickets, CSAT, macros and Help Center.
SwiftPrism
app.swiftprism/swiftprism
Plans, prices, and a free trial for US stock and world economic news. Not advice.
SwiftProbate
com.swiftprobate/probate
Probate help for US executors: county courts, court forms, bank guides, and your estate checklist.
Swiftsign
shahdadk/swiftsign
E-signatures for agents: mint a sandbox key, send PDFs, track status, download the sealed result.
SwiftSkills
dev.swiftskills/catalog
Search a curated catalog of agent skills, MCP servers and rules for Swift, SwiftUI, Xcode and iOS.
Swigs Cloud
cloud.swigs/swigs-cloud
Deploy and manage websites and apps on Swiss hosting, with HTTPS, from your AI agent.
SwingFactor
ai.swingfactor/mcp
Work a decision through SwingFactor’s method: build and challenge a model of what could change it.
SwipeHarbor
com.swipeharbor/swipeharbor
Ad archive search (NewsBreak, Rumble, YouTube, Meta). Paid SwipeHarbor members only; token required.
SWIPIFY
fr.swipify/facturation
Factures, devis, clients et statistiques SWIPIFY. Lecture et brouillons, aucune émission.
Swiss Army
io.github.Ainode-tech/swiss-army
22 utility tools (x402 USDC on Base): currency, PDF, image, GDPR. Free health.
Swiss Living Index
ch.swisslivingindex/swiss-living-index
Official Swiss data for all 26 cantons and 2,100 communes: tax, rent, health premiums, fuel, jobs.
Swiss Whale Intelligence
io.github.alpineflow-io/swiss-whale-intelligence
Multi-asset whale forensics: BTC, ETH, SOL, USDT, tokenized gold. 45 tools, free OAuth tier.
SwissDeals
app.swissdeals/mcp
Pay-per-call Swiss retail price intelligence (22 retailers). $0.01 USDC via x402.
Switch
ai.switchapp/switch
Generate, manage and explore your Switch AI image and video library, scoped to your account.
switch402
com.switch402/switch402
Any public page to clean markdown, plus site map and page metadata. Pay per call via x402
Switchboard
ai.anywhereintelligence/switchboard
Agent to agent calls across AI apps. Humans remain in authority.
Switchboard Finance
Nicklim123/switchboard-finance-mcp
Australian business loans: ATO debt, caveat, equipment, property. Check fit, then a broker calls.
Switchbooks
drylandbeard/switchbooks-mcp
Bookkeeping and accounting: P&L, balance sheet, cash flow, transactions, accounts, payees, rules.
SwitchBord
6ixtyy/switchbord
Free live router for paid agent APIs (x402, MPP): the best working seller for a task, plus backups.
Switchje open data
nl.switchje/open-data
Dutch energy market, open data computed nightly: cheapest contracts, market levels, offer lifecycle
Switzerland Payments (Stripe
junter1989k-ai/switzerland-payments-mcp
Switzerland payments for AI agents — TWINT via Stripe. Never holds funds.
SwogeAgentic
dog.swoleeswoge/swogeagentic
Crypto intel for AI agents: token scans, SWOGE AI colony data, OSINT, web search, images, video
Swole.fit
fit.swole/swole
Swole.fit: your training plan, workout history and food log for your AI assistant (read-only).
Swolvy
enahmedsamy/swolvy-mcp
Publish HTML from Claude, ChatGPT, Gemini or any MCP client and get a shareable link. No account.
Swop
Travisswop/swop-mcp
Sell to people and AI agents: create products, a storefront, and USDC payment links from chat.
SXS Match Data
com.sxs-ai/sxs-match-data
SXS (Sports x Science) read-only match data and reviews. Free: previous match day. Data only.
Sydium
com.sydium/sydium
Draft, schedule and publish social posts in your own voice across 11 platforms.
Syfert Legal Research
com.syfert/legal-research
Verify legal citations, case treatment, quotes and whole briefs against 10.7M U.S. opinions
Syftly
io.github.Lodewijkheemskerk/syftly
Ranks the best AI tool or API per task: transcription, TTS, web search, scraping and OCR.
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.