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 totalRadar Kubernetes
skyhook-io/radar
Query Kubernetes cluster topology, resources, events, logs and Helm/GitOps state across clusters via Radar, a Kubernetes visibility tool.
Dembrandt
dembrandt/dembrandt
Design tokens from any live site: colours, type, spacing, components, drift against a baseline.
Appllama
Appllama/appllama-skills
Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.
Davinci Resolve
samuelgursky/davinci-resolve-mcp
DaVinci Resolve integration for video editing, color grading, media management and project control.
Microsoft
microsoft/mcp/Azure.Mcp.Server
Access Azure services including Storage, Cosmos DB and Azure Monitor.
Vizro
mckinsey/vizro/vizro-mcp
Create validated, maintainable data charts and dashboards with Vizro tools and templates.
Azure
microsoft/mcp
All Azure MCP tools to create a seamless connection between AI agents and Azure services.
DBHub
bytebase/dbhub
Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite
Grafana
grafana/mcp-grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance.
Comfyui
artokun/comfyui-mcp
MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.
Google Workspace
taylorwilsdon/google_workspace_mcp
Google Workspace integration covering Calendar, Drive, Gmail, Docs, Forms, Chat, Slides and Sheets.
RevoGrid DataGrid
revolist/revogrid
Token-free MCP server for structured RevoGrid Core, Pro, and Enterprise knowledge retrieval.
Postgres
crystaldba/postgres-mcp
Postgres development and operations: performance analysis, tuning and health checks.
Sem
Ataraxy-Labs/sem
Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents
Claude Code Explorer
codeaashu/claude-code
Explore the Claude Code CLI source — browse tools, commands, search code, and more.
Browserbase
browserbase/mcp-server-browserbase
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
Metorial
metorial/metorial
Integration platform connecting AI agents to many services through one interface, with OAuth, scaling and monitoring.
Socraticode
giancarloerra/socraticode
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
LINQ to DB
linq2db/linq2db
Inspect database schemas and execute SQL queries across multiple database providers with LINQ to DB.
Omnara
omnara-ai/omnara
Deploy durable AI agents with Omnara, an open-source managed-agent platform.
ShipSwift
signerlabs/ShipSwift
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
Arxiv
blazickjp/arxiv-mcp-server
Search arXiv papers, read original LaTeX sections, get BibTeX from arXiv metadata and set topic watches, with papers stored locally.
Argent
software-mansion/argent
Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent
Shadcn UI
Jpisnice/shadcn-ui-mcp-server
Access shadcn/ui v4 components, blocks, demos and metadata.
Markdownify
zcaceres/markdownify-mcp
Convert almost any file or web content into Markdown.
Supabase
supabase/mcp
MCP server for interacting with the Supabase platform
Jadx AI
zinja-coder/jadx-ai-mcp
JADX decompiler plugin providing live, LLM-assisted reverse engineering.
Vexa
Vexa-ai/vexa
Meeting bot and transcripts for Google Meet, Teams and Zoom. Live or after, speakers labelled.
SearXNG
ihor-sokoliuk/mcp-searxng
A Model Context Protocol Server for SearXNG
kordoc
chrisryugj/kordoc
Parse Korean documents (HWP, HWPX, PDF, XLSX, DOCX, PPTX) to Markdown; fill forms, diff, render.
NoteDiscovery
gamosoft/NoteDiscovery
Self-hosted Markdown knowledge base with a web UI: search, read, create, edit, tag and template notes.
EdgarTools
dgunning/edgartools
Open-source SEC EDGAR toolkit — 13 tools, 7 prompts, every filing type. No API key required.
jCodeMunch
jgravelle/jcodemunch-mcp
Retrieves code by symbol via tree-sitter, so an agent reads the function it needs, not the file.
Korean Law
chrisryugj/korean-law-mcp
Korean law: statutes, precedents, ordinances, treaties and citation verification (법제처 API).
Medplum
medplum/medplum
Securely access and manage FHIR healthcare data stored in Medplum.
Trieve
devflowinc/trieve/mcp-server
Crawl, embed, chunk, search and retrieve information from datasets through Trieve.
Semiotic
nteract/semiotic
Semiotic React data visualization: suggest charts for a dataset, render validated configs to SVG, diagnose anti-patterns and fetch component schemas.
Bright Data
brightdata/brightdata-mcp
Discover, extract, and interact with the web - one interface powering automated access across the public internet.
Crosspaste Desktop
CrossPaste/crosspaste-desktop
Cross-device clipboard manager: search synced clipboard history, read OCR text from copied images and add new clipboard items.
Open Ontologies
fabio-rovai/open-ontologies
Ontology engineering for OWL, RDF and SPARQL: validate, query, diff, lint, version and govern knowledge graphs on an Oxigraph triple store.
PaperBanana
llmsresearch/paperbanana
Generate academic diagrams and statistical plots from text using multi-agent AI.
Webclaw
0xMassi/webclaw
Web scraping, crawling, extraction, summarization, diffing and research, using TLS fingerprinting to bypass anti-bot checks without a browser.
Mindwtr
dongdongbh/Mindwtr
Task automation via SQLite, desktop Local API, or Mindwtr Cloud; read-only by default.
Memanto
moorcheh-ai/memanto
Universal memory agent for AI: provides semantic search, namespace management, text/vector operations and RAG for local or remote environments.
Usertour
usertour/usertour
Official Usertour MCP Server for in-app onboarding: flows, checklists, surveys, and analytics.
Financial Datasets
financial-datasets/mcp-server
Stock market API made for AI agents
Claude Real Video
HUANGCHIHHUNGLeo/claude-real-video
Let any LLM watch a video locally — and search everything it has ever watched.
LetsFG — Flights & Hotels
LetsFG/LetsFG
Search and book flights from hundreds of airlines, plus hotels; nothing is booked until you approve by email. Checks every nearby airport, bag prices and each flight's on-time record.
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.