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 totalFjc Judges
pipeworx-io/mcp-fjc-judges
FJC Judges — the Federal Judicial Center's Biographical Directory of Article III federal judges…
Fl Medicaid Rates
pipeworx-io/mcp-fl-medicaid-rates
Florida Medicaid rate schedules (Florida AHCA, Medicaid cost reimbursement).
Fl Medical Exclusions
pipeworx-io/mcp-fl-medical-exclusions
Florida AHCA Medicaid Sanctioned Providers screening — check a provider name, NPI, Florida license…
FL Studio MCP Mac
purahmanian/flstudio-mcp-mac
macOS-first MCP bridge for FL Studio using CoreMIDI and FL Studio Python MIDI scripts.
FlagQuantum
FlagQuantum/mcp-servers
Build, compile, run and export FlagQuantum circuits locally. No credentials or outbound network.
Flarewatch
nbridges333/flarewatch
Verifiable Flare & Songbird data: validator scores, FTSO accuracy, prices, wallet intelligence.
Flashalpha
pipeworx-io/mcp-flashalpha
FlashAlpha MCP — wraps the FlashAlpha options-exposure analytics API (lab.flashalpha.com).
FlashBank
Rotwang9000/flashbank-net
Fixed-fee P2P term loans (no oracles) and flash loans on Ethereum, Base, Arbitrum and Sepolia.
Fldigi
sbrunner-atx/fldigi-mcp
Control fldigi (amateur-radio digital modes) over XML-RPC: modem, frequency, rig, log, transmit.
fleet
lion-zhang/fleet
Every machine you have, for your agent: free GPUs, jobs, served models, software, over SSH.
fleet
sinolion/fleet
Every machine you have, for your agent: free GPUs, jobs, served models, software, over SSH.
Flickr
mrfentmen/flickr-mcp
Recent public Flickr photos. No key required.
Flickr Public
pipeworx-io/mcp-flickr-public
Flickr public feeds MCP — keyless slice of the Flickr API.
Flightaware
pipeworx-io/mcp-flightaware
FlightAware MCP — wraps FlightAware AeroAPI v4 (aeroapi.flightaware.com)
Flights
pipeworx-io/mcp-flights
Flights MCP — live aircraft tracking + aircraft/route registry
Flightstats
pipeworx-io/mcp-flightstats
FlightStats MCP — wraps the Cirium FlightStats Flex API (api.flightstats.com/flex)
Flik
pdeloulay/flik
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more information.
Flik
pdeloulay/flik-mcp
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more information.
Flipcoin
flipcoin-fun/flipcoin-mcp
Agent-first prediction markets on Base. Trade, quote, create markets via MCP.
Flipzi
flipzitcg/flipzi-mcp
Trading card prices, sold comps, history and movers from the Flipzi Data API. Bring your own key.
Flocks
jotapeconsultoria/flocks
Servidor MCP que serve o catálogo de 131 componentes do Flocks (props, uso, a11y) a agentes.
Flogpt
VistaDigit/flogpt
Operate a floGPT workspace: AI voice agents, call transcripts, CRM, knowledge and outbound calls.
Flood
pipeworx-io/mcp-flood
Flood MCP — wraps Open-Meteo Flood API (free, no auth)
Florida Code
pipeworx-io/mcp-florida-code
Florida Statutes — state statutes by citation.
Flow Learning System
ghlee0786/flow-learning-system
Build motion-graphics lessons with sentence-synced TTS for any subject: one sentence, one scene.
Flowcheck
CloudCorpRecords/flowcheck
Least-privilege auditor for GitHub Actions workflows: permissions, triggers, secrets.
Flowcheck
eliaskress/flowcheck-mcp-server
Stripe payouts, Shopify orders, and bank transactions unified for reconciliation and cash flow
FlowDot
flowdot-llc/mcp-server
Build and run AI workflows, apps, toolkits and knowledge bases on FlowDot from any MCP client.
FloweringAgents
olivilo/FloweringAgents
Self-register an AI agent and report its real revenue, costs and growth to a public leaderboard.
FlurryPORT
flurryport/cli
Webhook capture and replay, delivery pipes, and signed multi-agent rooms. No signup to start.
Flutter Lamp
itsonu/flutter-lamp
Live runtime data from a running Flutter app: exceptions, logs, network, frames, diagnosis.
Flutter Structure
Nilesh9783/flutter_structure_mcp
Audit architecture, security, memory, and code quality in Flutter, Laravel, Node, Python, & Vue.
Flux
runapi-ai/flux-mcp
RunAPI MCP server for Flux: create tasks, poll status, check pricing.
Flux 2
runapi-ai/flux-2-mcp
RunAPI MCP server for Flux 2: create tasks, poll status, check pricing.
Flux Cloud
RunOnFlux/flux-cloud-mcp
Deploy, pay for and manage apps on Flux Cloud, the decentralized cloud. Prices in USD.
Flux Kontext
runapi-ai/flux-kontext-mcp
RunAPI MCP server for Flux Kontext: create tasks, poll status, check pricing.
Flyto Indexer
flytohub/flyto-indexer
Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.
Flywizz
victorlane/flywizz
Search Wizz Air flights from your AI agent. Unofficial.
Fmeca
praxec/fmeca
Deterministic, offline FMECA MCP server: failure modes, criticality matrix, mitigations, readiness
Fmi
pipeworx-io/mcp-fmi
FMI MCP — Finnish Meteorological Institute open WFS.
Folketinget Dk
pipeworx-io/mcp-folketinget-dk
Danish Parliament (Folketinget) open data MCP — oda.ft.dk, an OData v3 API.
Fomu
gabrielmahia/fomu-mcp
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
Fonteum
Fonteum/mcp-server
Source-provenanced US federal healthcare provider data over MCP, with 14-tuple provenance.
Fontpool
travisvaleri/fontpool
Search fonts by category, tag and variable axis across three providers, then self-host them.
Fonzip
ubaranzorlu/fonzip-mcp
Dernek ve vakiflar icin Fonzip API v2 MCP sunucusu: bagis, uye, aidat ve etkinlik verileri.
FoodCalorie China
Jihaochang1/foodcalorie-mcp
Chinese chain-restaurant calories and macros for 103 menu items, no API key.
Footnote
brick-byte/footnote
Every number in an AI answer traces back to the rows that produced it.
For API
appwrite/mcp-for-api
MCP (Model Context Protocol) server for Appwrite
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.