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 totalFlorida Home Search by U.S. Prime Realty
com.usprimerealty/florida-home-search
Search Florida properties and new construction for sale with U.S. Prime Realty.
Florida Insurance
com.flautoquotes/insurance
Florida's published auto insurance averages. Not a quote; we are not licensed here yet.
Florida Sunbiz Company & Officer Data
TheCompanyAtlas/florida-sunbiz-mcp
Florida Sunbiz corporation, LLC and non-profit search with officer and registered agent lookup.
Flostep
dev.flostep/flostep
Turn a flow written as text into a step-through diagram you can share, present or embed.
Flottix
io.github.mikafouenski/flottix
Deterministic IT asset registry operated by AI agents over MCP. Agents propose, humans approve.
Flow
com.valverideflow/flow
Live US diesel prices and optimized stop-by-stop fuel plans for trucking. Free snapshot tool.
Flow
flow-executor/Flow
Best-execution quotes and contract safety checks on Base for AI agents, paid per call via x402.
Flow Productivity
io.github.geraldho81/flow-productivity
Notes, kanban tasks, and a capture inbox: read and create Flow data with a personal token.
Flow2
flowboard/flow2-mcp
Design mobile-first presentations — create, edit, preview, and publish from your AI.
Flowboard
FlowboardStudio/flowboard
Discover cloud shapes and create, inspect, validate, patch, and review architecture diagrams.
FlowchartAI
org.flowchartai/flowchartai
Create, edit, save and export native flowcharts through OAuth with your FlowchartAI account.
Flowctory
com.flowctory/flowctory
Create images, video and audio; reuse assets and build Canvas workflows from your AI assistant.
Flowdex
dk.flowdex/wiki
Read and write your team's shared, AI-readable wiki from any MCP client.
FlowFresh SA fruit reference data
dev.workers.flowfresh.ff-sa-fruit-data/sa-fruit-reference-data
SA export fruit data for importers & buyer agents: seasons, specs, market access. Information only.
Flowie
com.get-flowie/website
Answers about Flowie: platform, ERP integrations, e-invoicing compliance, pricing. Public.
Flowie App
com.get-flowie/app
Use the Flowie app from any AI client: purchase requests, approvals, tasks, budgets, flows.
Flowie Developer Docs
com.get-flowie/docs
Search and read the Flowie Exchange API docs and OpenAPI contract. No sign-in needed.
FlowLeap Patent AI
flowleap-ai/flowleap-mcp
EPO/USPTO search, citations, OCR, plus PATSTAT Portfolio Analytics, guarded SQL and Graph Analytics.
Flowlines
flowlines-ai/plugins
MCP observability: analyse MCP server usage, investigate sessions, and instrument MCP servers.
Flowmingo
ai.flowmingo/flowmingo
Free AI hiring platform: create AI interview sets, invite candidates, read scored reports.
Flownato
flownato/flownato-mcp
Mobile UI/UX design research: real app screens, user flows and UI patterns with cited evidence.
FlowNode
io.flownode/flownode
Generate images, video, audio and 3D with FlowNode; results land in your asset library.
Flowpack
io.github.flowpackplugin/flowpack
Flowpack: Shopify design catalog — badge/button/bar looks, honest-urgency presets, diagnosis.
Flowral AI Tools
app.flowral.mcp/planner
Streamable HTTP MCP server exposing planner flows, tasks, and squads.
Flows
io.github.RBND-studio/flows
Build product adoption your way - Product adoption infrastructure no-code or all-code.
FlowSentry
vasilicasijarvis/flowsentry
Security scanner for n8n workflows + live MCP Trust-Check. 18 rules, OWASP mapped. Paid x402 API.
Flowsimp
flowsimp/flowsimp-mcp
Turn Mermaid or an indented outline into an editable flowchart link. Completely free, no API key.
Flowstep
ai.flowstep/mcp
Generate, inspect, and manage Flowstep UI designs directly from your AI assistant.
FlowVolt
Larshiensch99/flowvolt-strike-engine
Cold engine for B2B founders. Detects buying signals, drafts outreach, books qualified meetings.
Flowwoods
com.flowwoods.www/research-recruiting
Recruit real AI coding tool users for interviews: pricing and free feasibility inquiries.
Fluent
io.becomefluent/fluent
Your work meetings, notes, people, tasks and follow-ups from Fluent, in your AI assistant.
Fluenta
Fluenta-Team/fluenta-mcp
Score business ideas on six live market signals. Launch Readiness Score (LRS) for AI agents.
Fluentive
fluentive/mcp
Information, FAQs, features, and pricing for Fluentive's task management platform.
Fluid Recall
com.fluidrecall/mcp
Agent-native spaced-recall system of record. Deterministic dueAt via remote MCP for Muse/any agent.
FluidTalk
com.fluidvip/fluidtalk
Create AI Characters and generate their DM and comment replies from any MCP client.
FluoTest
com.fluotest/mcp
Create, edit and publish scored quizzes and read results from any MCP client. Free plan included.
Flusia CRM
it.flusia/crm
Italian CRM for SMBs: leads, quotes, tasks, invoices, WhatsApp and newsletters via 200+ MCP tools
FlutterGo
fasmartpaf/fluttergo.ai
Create, edit, preview, and build Flutter apps via FlutterGo.AI cloud MCP (OAuth).
FLUX
io.github.black-forest-labs/flux-mcp
Official FLUX MCP server. Generate, edit, vary, and browse images from Black Forest Labs.
Flux AI
art.fluxaipro/fluxai
Generate images, videos and music with model discovery, cost estimates and asynchronous results.
Fluxito
app.fluxito/fluxito
Hosted MCP server for marketing analytics: plan tracking, draft GTM tags, audit tags. Free in beta
FluxNative
app.fluxnative/mcp
Find, create, edit and preview your FluxNative apps and landing pages from one connection.
FluxTime
io.fluxtime/fluxtime
Read and update your FluxTime goals, projects, tasks, events, reminders and journal time logs.
Fly Frugal Travel Data
fyi.flyfrugal/travel-data
Read-only public itinerary previews, observed round-trip fares, and flight savings verified today.
Fly Travel Albania
al.flytravel/travel-prices
Cached charter package, hotel facts and tour prices from Fly Travel Albania (Tirana); party-aware.
Fly Where To?
com.flywhereto/mcp
Worldwide nonstop flight routes from Wikipedia: airports, destinations, connections, airlines.
flybrain-connectome
lm203688/flybrain-connectome
Auditable multi-agent topology generator from Drosophila MaleCNS connectome motifs.
FlygKollen
io.github.jannegpriv/flygkollen
Swedish flight tracking: live status, gates, airport boards, nearby-aircraft ADS-B scan.
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.