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 totalShiftyasan Shift Scheduling
shiftyasan/mcp-server
Generate optimized work shift schedules from staffing demand, availability and fairness rules.
ShiftZap Restaurant Scheduling
samueldesignsa/igniter-seed-project
Manage restaurant employee scheduling, time-off, tips, and payroll via ShiftZap.
ShimGuard
RudrenduPaul/ShimGuard
Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.
Shiori
rusty4444/shiori-mcp
MCP server for Shiori bookmark management and tag workflows.
Shipcheck
CloudCorpRecords/shipcheck
Release verification for Node and Python: tag, npm, PyPI, Registry, and GHCR must agree, or NO-GO.
Shipeasy
shipeasy-ai/shipeasy
Feature flags, A/B experiments, kill switches, dynamic config & i18n — Shipeasy MCP server.
Shipi18n
Shipi18n/shipi18n
Check locale files for broken placeholders, plurals and missing keys. Validators need no API key.
Shipkit
readmigo/shipkit
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese stores
Shippost
RyanKramer/shippost-mcp
Twitter/X tools for AI agents — read timelines, post tweets, search, and engage
Shippp
ai.shippp/mcp
A connected canvas for the builders of the next era.
ShipSafe
co.ship-safe/scanner
Independent security review for AI-built apps: exposed secrets, broken auth, unsafe data access.
ShipScreens
iamjamb/shipscreens
Use this for agent inspect/plan/import/verify/stage store screenshots; not translation-only.
Shire Automations
praisondani/shireautomations-cli
Read Shire Automations services and pricing; plan business workflows with stateless tools.
Shodan
pipeworx-io/mcp-shodan
Shodan MCP — wraps the full Shodan REST API (api.shodan.io)
Shodan Internetdb
pipeworx-io/mcp-shodan-internetdb
Shodan InternetDB MCP — wraps Shodan InternetDB (internetdb.shodan.io)
Shop
hello532/shop-mcp
Read-only Shopify catalogue and stock for LLM agents. Stdlib only, no dependencies.
Shopbuddy Plugin
tmill313/shopbuddy-plugin
Safe Shopify theme changes for AI agents: staging, validation, visual review, approval, rollback.
Shopgoodwill
pipeworx-io/mcp-shopgoodwill
ShopGoodwill auctions — active listings, closed auctions with final sale prices, and per-item…
Shopgraph
laundromatic/shopgraph
Clean product data from any URL. Schema.org + AI extraction. 200 free calls/month.
Shopify
AIWerk/mcp-server-shopify
Shopify Admin GraphQL API: products, orders, customers, inventory, and more (read and write).
Shopify
kisasa/shopify-mcp
Shopify Admin API tools: products, media, orders, customers, inventory, and sales channels
Shopify
pipeworx-io/mcp-shopify
Shopify MCP Pack — wraps the Shopify Admin REST API (2024-01)
Shopify App Store Chrome Web Store Listings
mambalabsdev/mcp-shopify-app-store-chrome-web-store-listings
Shopify apps and Chrome extensions with their developer website and domain.
Shopify Change Intelligence
io.github.contentforge-press/shopify-intel
Monitor public Shopify stores: free snapshot, paid change intel, competitor reports via x402 USDC.
ShopTrueProfit Fee & Profit
PravinrajV/shoptrueprofit-fee-mcp
Etsy, eBay and Amazon FBA/FBM seller fees, profit, margin and target price, with sources.
shotfleet
noloman/shotfleet-skills
Capture and check localized App Store and Google Play screenshots from your AI agent.
Shovels
pipeworx-io/mcp-shovels
Shovels MCP — wraps the Shovels.ai API (shovels.ai)
ShowMeOnMap
FrankAIUser/showmeonmap
Ask in plain English, get a rendered, shareable map from live public data. 24 geospatial tools.
Shrimp
hermitsh-ai/shrimp
Task manager for AI agents. Zero setup, nested trees, batch ops, local-first storage.
Shuka Agent
cdonoyan/shuka-agent
Universal trust attestation for AI agents: create, verify, and negotiate Shuka trust proofs.
SI Federation
nikitinmikhail1986-beep/SI-Team-Collaboration
Open federation for AI agents: identity, mentors, reputation and limited accession.
Sibfly
pipeworx-io/mcp-sibfly
SibFly — satellite-measured ground motion (subsidence / uplift) for any US address.
SidearmDRM
sidearmDRM/mcp-server
Protect media from AI training, detect AI-generated content, and find stolen work.
Sidecrew
lvlrSajjad/sidecrew
Code changes and unit tests by local MLX models, behind a gate a machine can run.
Sifa
gabrielmahia/sifa-mcp
Demo portable reputation and skills passport; in-memory profiles, nothing verified or stored.
Sifende
ithdev/sifende-mcp
Servidor MCP de Sifende: consultá y emití facturas electrónicas de SIFEN (Paraguay).
sift
slymnysr/sift
Runs a command, keeps every byte on disk, returns only the lines that matter
Siftable
execufunction-mcp/mcp-server
Siftable MCP server for governed work, knowledge, calendar, people, datasets, and Vault.
Siglent SDM3045X multimeter
shaag7967/mcp-server-siglent-sdm3045x
Measurements with a Siglent SDM3045X bench multimeter via USB or LAN (unofficial)
Sign and register statements on a Forestrie log
forestrie/mcp-register
Sign and register statements on a Forestrie log, verify receipts, buy grants via x402 within caps
Sign CLI
DrBaher/sign-cli
Agent-first e-signature MCP server with offline PAdES signing and hash-chained audit.
Signal Feed API
DinevDecor/signal-feed-mcp
Daily market regime (risk-on / risk-off) for trading agents, paid per call via x402 USDC on Base.
Signal Messaging (via signal-cli)
joshuawowk/signal-mcp
Send Signal messages and read replies through your own signal-cli JSON-RPC daemon (unofficial).
SignalBrain
whitestone1121-web/signalbrain
Verifiable receipts for governed process changes; emit, validate, and gate trust
SignalEDI
SignalEDI/mcp-server
EDI parse, validate, send, inspect, and QuickBooks tools for MCP clients.
Signato Integrations
Signato-ai/signato-integrations
Local confidentiality chamber: blocks the wrong AI output before it leaves the machine.
Signforge
kumarprobeops/signforge-mcp
Send documents for e-signature from AI agents. Upload, sign, and download PDFs.
Sigstore Rekor
pipeworx-io/mcp-sigstore-rekor
Sigstore Rekor — the public transparency log for software signatures.
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.