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 totalFor Ynab
walensis-labs/mcp-for-ynab
YNAB budget access for AI assistants: safe gated writes, month-close sessions, float attribution.
Forager
pipeworx-io/mcp-forager
Forager MCP — wraps the Forager person-phone-lookup API (forager.ai)
Forge
RightNow-AI/forge-mcp-server
Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 14x speedup.
Forge
frmoded/forge-mcp
MCP server + tools for the Forge E-- generative-music authoring loop (compile / run / commit).
Forge
morebetterclaw/forge
FORGE Swap — cross-chain swaps via THORChain. Quote and execute BTC, ETH, RUNE, USDC swaps.
Forgejudge
ahmedEid1/forgejudge
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).
fork of Google Workspace CLI
shigechika/gws-mcp
MCP fork of Google Workspace CLI (Gmail, Drive, Calendar, and more)
Form5500
pipeworx-io/mcp-form5500
Form 5500 MCP — wraps the U.S. DOL/EBSA EFAST2 Form 5500 Search service (the live JSON backend…
Formatika App
formatika-app/mcp
Convert, compress, resize and trim images, audio, video and PDFs from local paths.
FormatixAI
FormatixAI/mcp-server
Branded talent docs: assessment reports, profiles, shortlists & proposals in DOCX/PPTX/PDF/Excel
Formeo
Draggable/formeo.io
Build and publish Formeo forms, read and export submissions, and get embed code from AI agents
Formhaus
ignsm/formhaus
Validate Formhaus form definitions and simulate multi-step paths against the real engine.
FormLM
formlm/cli
Build AI-powered forms, scored assessments and professional reports on FormLM, by natural language.
FormVault
terjetyl/formvault-mcp
Create and manage GDPR-compliant, EU-hosted forms from any MCP-compatible AI assistant.
Foursquare
pipeworx-io/mcp-foursquare
Foursquare Places MCP — migrated to the 2025 Places API
Foxhound
caleb-love/foxhound
MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP clients
FPL Context
sbanthia92/fpl-context-mcp
Live Fantasy Premier League data for AI agents: fixtures, players, squads, injuries. No setup.
Fr Judilibre
pipeworx-io/mcp-fr-judilibre
French court decisions (Cour de cassation and the judicial courts under it) — search, read a…
Fra Rail Safety
pipeworx-io/mcp-fra-rail-safety
FRA Rail Safety — US railroad accidents and highway-rail grade crossing incidents reported to the…
Fracfocus
pipeworx-io/mcp-fracfocus
fracfocus -- U.S. hydraulic fracturing chemical disclosures (fleet #2982).
Fragile States Index
pipeworx-io/mcp-fragile-states-index
Fragile States Index — annual country fragility score and rank, for country-risk context alongside…
Fragments
ConanMcN/fragments
Design system MCP with 9 tools for component discovery, rendering, and a11y auditing
Frame
lambdasec/frame-mcp
MCP server for the Frame security scanner: scan, verify, fix, exploit, packs and separation logic.
Frame Relay
Joseph-Brendan/Frame-Relay
MCP server for the Frame-Relay design kit: components, tokens and live Figma selections.
Framedash
crane-valley/framedash-mcp-server
MCP server for Framedash game telemetry: query analytics, heatmaps, perf regressions, and alerts
FramesCLI
wraelen/framescli
Make videos AI-readable. Extract timestamped frames and transcripts from any video for AI agents.
France Boamp
pipeworx-io/mcp-france-boamp
France BOAMP MCP — French government public procurement notices (keyless).
France Dvf
pipeworx-io/mcp-france-dvf
france-dvf — France's official property-transfer price records ('Demandes de valeurs foncieres'…
France Geodata
pipeworx-io/mcp-france-geodata
France Geodata MCP — point/radius questions on French public geodata.
Frankfurter
pipeworx-io/mcp-frankfurter
Frankfurter MCP — wraps Frankfurter API (api.frankfurter.dev)
Frase SEO
frase-io/mcp-server
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content. 121 tools.
Fraudlabspro
fraudlabspro/mcp-fraudlabspro
Fraud Prevention MCP server using FraudLabs Pro API.
Fray
dalisecurity/fray
WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, bypass AI
Fred
pipeworx-io/mcp-fred
FRED MCP — Federal Reserve Economic Data (St. Louis Fed)
FRED (economic data)
mcpwright/fred-mcp
FRED economic time series + ALFRED vintages: data as originally published, before revisions.
Free Blueprints
agent-blueprint/free-blueprints
Free AI agent blueprints for procurement and onboarding. No signup, no API key.
Freelance Contracts
mifactory-bot/freelance-contracts
Freelance contracts via API for any country. AI-generated or PDF. Pay-per-use: $5-$20.
FreelanceOS
io.github.Sohlin2/freelance-os
Freelance business manager — clients, proposals, invoices, time tracking, scope, and follow-ups.
Freelancer Payment Protection
RudrenduPaul/freelancer-payment-protection
Wraps the fpp CLI as a single generic MCP tool for freelancer client payment-risk checks.
Freematica
nubiia-dev/mcp-freematica
Freemática ERP: invoicing, receivables, suppliers, accounting and HR through 300+ MCP tools
FreeStyle Libre (LibreLinkUp)
osjayaprakash/freestyle-libre-mcp
Read-only FreeStyle Libre CGM glucose readings, graphs and logbook via LibreLinkUp
FreeTTS
freetts/mcp
Text to speech in 149 languages: MP3 links from any assistant. Free without an account.
French family benefits (CNAF corpus)
arxohq/arxo-cnaf
French family-benefit models (CNAF corpus) as executable rules with sources; independent demo
Frenchie
Lab94/frenchie-skill
OCR, transcription, file extraction, and image generation for AI agents via MCP.
Freshbooks
asklokesh/freshbooks-mcp-server
MCP server for FreshBooks API integration
Freshbooks
chrischall/freshbooks-mcp
FreshBooks invoicing for Claude — invoices, clients, estimates, and payments
Freshdesk
WYRE-AI/freshdesk-mcp
MCP server for Freshdesk — tickets, contacts, companies, agents, groups, and knowledge base.
Freshdesk
pipeworx-io/mcp-freshdesk
Freshdesk MCP Pack — helpdesk ticket and contact management via Freshdesk API v2.
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.