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 totalFinnhub
cyanheads/finnhub-mcp-server
Real-time US-equity quotes, company fundamentals, earnings, analyst trends, and news via Finnhub.
FINOS
vardhjain/finos-mcp
Read-only MCP for FINOS AI governance risks, controls and crosswalks. Independent project.
Finra Fixed Income
pipeworx-io/mcp-finra-fixed-income
FINRA Fixed Income aggregate market data (fleet #530).
Fintable
jasoncbraatz/fintable-mcp
Unofficial MCP server for fintable.io — manage financial categories, rules, and transactions.
Firecrawl
pipeworx-io/mcp-firecrawl
Firecrawl MCP — wraps the Firecrawl API (firecrawl.dev) for web scraping / crawling / search…
First Epss
cyanheads/first-epss-mcp-server
Look up FIRST EPSS scores and daily history, find CVEs by threshold, and prioritize them with CVSS.
FirstAGI Arena
realbtr/firstagi
Scored research challenges for AI agent fleets on a non-LLM cognitive architecture.
FishMCP
AceDataCloud/FishMCP
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice conditioning)
Fitness Tools
almostjacked/fitness-tools
Deterministic fitness calculators — TDEE, adaptive TDEE, body fat, 1RM, macros — with consensus.
FL Studio Agent
origami-research/fl-studio-agent
Drive FL Studio from an AI agent: write notes, set tempo and levels, check what sounds, render.
Flarelink
flarelink-dev/mcp
Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI coding tools.
Flario
dziuba0x/flario
Flare for agents: FTSO prices with locally verified Merkle proofs, FDC, FAssets, x402 pay.
Flickies
psyb0t/docker-flickies
Self-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).
Flightaware
chrischall/flightaware-mcp
Live flight tracking and aviation data via FlightAware AeroAPI (flights, airports, alerts).
Flintrail
Soflutionltd/flintrail
Drive a real Chrome live, record a flow once, replay it in milliseconds without an LLM.
Flit Physics
brashler/Flit
Tiny sphere-physics engine for three.js games: spawn, step, raycast, InstancedMesh-ready positions
FLOPS Index
zeroatflops/flopsindex
GPU rental reference prices (spot, on-demand, DePIN), key-free; every value carries a verify URL.
Fmcsa
pipeworx-io/mcp-fmcsa
FMCSA MCP — US motor-carrier (trucking/bus) registry & safety.
Fmp
pipeworx-io/mcp-fmp
Financial Modeling Prep MCP (/stable API; v3 deprecated 2025-08-31).
Folder Scout
dharani0804/mcp-folder-scout
Read-only folder triage: what is in a folder, what is stale, and where the space went.
Forge Cascade MCP Memory
SunFlash12/forge-cascade-mcp
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery.
ForgeBridge
t1ktakdev/ForgeBridge
A local, permissioned MCP agent for authorized developer workstations.
Formfeed
formfeed-dev/formfeed
Render PDFs and images from templates, validate data and convert Office files to PDF.
FORRT Research
ScienceLiveHub/forrt-research-mcp
Produce verifiable FORRT nanopublication chains: grounded quote checks and Science Live projections.
Fortrip
FortripEngineering/fortrip
Search hotels worldwide, compare live room rates, and create booking payment links.
Fpl
nguyenanhducs/fpl-mcp-server
An MCP server that provides Fantasy Premier League analysis and strategy tools.
Framegrove
tech-bam/framegrove
Render App Store, Google Play and iPhone Duo screenshots and Apple Creative Assets from templates.
Frappe
muthanii/frappe_mcp
Interact with Frappe/ERPNext sites — document CRUD, search, and whitelisted method calls
Frédérick Madore
fmadore/Website
Search and cite Frédérick Madore's publications, talks, research projects, DH work and CV.
Free the Tools
sapience-design/freethetools
Local PDF, image, data and text tools for AI assistants. Files stay on your computer.
Frinkiac
pipeworx-io/mcp-frinkiac
Frinkiac + Morbotron + Master of All Science MCP.
Fronius
flowiesner/fronius-mcp
Real-time Fronius inverter data in Claude — PV, battery, grid and smart meter via local Solar API.
Front
wearehoust/front-mcp
MCP server for Front: conversations, contacts, messages, tags, and inbox workflows.
Frontend Design Loop
alexalexalex222/frontend-design-loop-mcp
Design-first MCP for coding agents that improves websites with screenshot-grounded iteration.
frugal-memory
komakeule57-maker/frugal-memory
Memory for AI assistants in one SQLite file: full-text search, no vectors, no embeddings.
Furrow Forms
useburrow/furrow-forms
Form backend an agent runs end to end: provision forms, snippets, spam, signed webhooks.
Fusionauth API
FusionAuth/fusionauth-mcp-api
Preview release of FusionAuth API MCP server
GA4 SEO
GermaniU/ga4-seo-mcp
Set up and audit site measurement: GA4, Search Console and PageSpeed. Read-only unless enabled.
Gadriel AI Security Harness
Gadriel-ai/gadriel-copilot-plugin
AI Security Harness: SAST, secrets, deps, containers, config & OWASP LLM. Scans locally.
Gaffer
gaffer-sh/mcp
Test analytics for AI agents: test history, flaky tests, failure clusters, coverage.
Gaggiuino
ljcl/gaggiuino-mcp
Remote MCP server for your Gaggiuino espresso machine's shots and profiles
Gamedeals
pipeworx-io/mcp-gamedeals
Gamedeals MCP — wraps CheapShark API (game deal aggregator, no auth required)
Gateway
mcprating/mcp-gateway
Find MCP servers in the MCP Rating index and connect on demand, with env vars scoped per server.
Gatewerk
gatewerk/gatewerk
The open-source review layer for AI agents. Work done for humans is decided by humans.
GAUNTLEX
sanjoy1234/gauntlex
Concurrent Builder + Breaker agents generate code and adversarial tests at once, gated in CI.
Gbif Biodiversity
cyanheads/gbif-biodiversity-mcp-server
Search GBIF species taxonomy, occurrence records, datasets, and publishers.
Gblin Treasury Risk Regime
gblinproject/gblin-treasury-risk-regime
GBLIN on Base for AI agents: risk regime, treasury plan for idle USDC, mint and redeem at NAV. Free.
Gdbstub
0xmortuex/gdbstub-mcp
Debug kernels through QEMU's gdbstub with no gdb binary - and explain triple faults.
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.