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 totalClaudeR - RStudio
IMNMV/ClaudeR
Connect RStudio to AI assistants for interactive R coding and data analysis.
Apache Doris
apache/doris-mcp-server
MCP Server For Apache Doris, an MPP-based real-time data warehouse.
Plane
makeplane/plane-mcp-server
The official Plane MCP server provides integration with Plane APIs, enabling full AI automation of Plane projects, work items, cycles and more.
MemoryMesh
CheMiguel23/MemoryMesh
Graph-based memory focused on AI role-play and story generation.
fojin — Buddhist Canon Tools
xr843/fojin
Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — all URN-cited.
Apple Shortcuts
recursechat/mcp-server-apple-shortcuts
Integration with Apple Shortcuts.
Home Assistant
voska/hass-mcp
Interact with Home Assistant to control smart home devices, query states, manage automations, and troubleshoot your smart home setup.
Interactive
ttommyth/interactive-mcp
Interactive LLM workflows with local user prompts and chat directly in the MCP loop.
Oya Browser
OyadotAI/oya-browser
Real Chrome for agents: start a browser, read pages as numbered markdown, click, type, hand off.
Telegram
chaindead/telegram-mcp
Telegram API integration: access user data, manage dialogs (chats, channels, groups), retrieve messages and handle read status.
Prism Coder
dcostenco/prism-coder
Session memory for coding agents: local-first recall, drift detection, on-device inference.
Investor Agent
ferdousbhai/investor-agent
Fetch stock market data, including options recommendations, from Yahoo Finance.
gflow-cli
ffroliva/gflow-cli
Drive Google Flow with your Google account: Veo text-to-video, image-to-video and clip extension, Imagen text-to-image, reusable characters and scenes.
Figma UI
TranHoaiHung/figma-ui-mcp
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
walkerOS Flow
elbwalker/walkerOS
Build, validate, simulate, and deploy walkerOS event pipelines
Jacobian
morluto/jacobian
Executable mathematics and independent verification for AI agents.
Documentation
andrea9293/mcp-documentation-server
Local-first document management and semantic search for AI coding agents
Simulator IOS Idb
InditexTech/mcp-server-simulator-ios-idb
Interact with iOS simulators (iPhone, iPad and more) through natural language commands.
Airbyte
airbytehq/PyAirbyte
Build and manage data pipelines, add custom connectors, and chat with your data.
tw Legal RAG
aa0101181514/tw-legal-rag
Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations
Mac Messages
carterlasalle/mac_messages_mcp
Query, analyze, send and receive iMessage conversations, with phone number validation, attachments, contacts and group chats.
Radare2
radareorg/radare2-mcp
Disassemble and inspect binaries for reverse engineering with the Radare2 disassembler.
Browser Control
eyalzh/browser-control-mcp
Control the user's Firefox browser via a companion extension.
Dot AI
vfarcic/dot-ai
AI-powered development platform for Kubernetes deployments and intelligent automation
Unity
isuzu-shiranui/UnityMCP
Unity Editor automation for AI agents: scenes, prefabs, assets, shaders, Timeline, tests, builds.
Figma
planetabhi/figma-mcp-server
A local MCP server with full Figma REST API coverage.
Quackback
QuackbackIO/quackback
Open-source customer feedback platform: search and triage posts, update statuses, comment, vote, manage roadmaps, merge duplicates and publish changelogs.
Ori Mnemos
aayoawoyemi/Ori-Mnemos
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.
Svelte
sveltejs/ai-tools
The official Svelte MCP server providing docs and autofixing tools for Svelte development
ImageSorcery
sunriseapps/imagesorcery-mcp
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
Kite Discord Bot Builder
merlinfuchs/kite
Build and fix Discord bots from a chat. Kite hosts them 24/7, with no code to deploy.
Unifi
enuno/unifi-mcp-server
An MCP server that leverages official UniFi API
no_human
no-human-ai/no_human
File a task with your local no_human and check on it: task_add and task_status over stdio.
emisar
andrewdryga/emisar
Let AI operate servers without SSH. Choose actions, approve risky changes, and audit every step.
Audio
audiojs/audio
Edit, analyze and convert audio: loudness, spec checks, denoise, EQ, cuts, BPM, key. No ffmpeg.
Tauri
hypothesi/mcp-server-tauri
A Model Context Protocol server for use with Tauri v2 applications
2anki
2anki/2anki.net
Turn text, files, URLs, or photos into Anki flashcard decks from your AI assistant.
VeritasGraph
bibinprathap/VeritasGraph
Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.
Postman
postmanlabs/postman-mcp-server
Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman.
Context Engine
melonelish/context-engine
Compress logs, retrieval chunks, and code context into structured LLM-ready signal.
Google Surf
HarimxChoi/google-surf-mcp
Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.
SpotifyScraper
AliAkhtari78/SpotifyScraper
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.
Canvas Lms
bruchris/canvas-lms-mcp
TypeScript MCP server for Canvas LMS — 187 tools across 42 domains.
Beancount.io
bex-co/beancount-io
Query, edit, and reconcile a hosted Beancount ledger: BQL, reports, files, and bank imports.
Packmind
PackmindHub/packmind
Packmind captures, scales, and enforces your organization's technical decisions.
Apollo
apollographql/apollo-mcp-server
MCP server that exposes GraphQL operations as tools for AI models.
Shodh Memory
varun29ankuS/shodh-memory
Cognitive agent memory with Hebbian learning, a three-tier architecture and knowledge graphs, running offline on edge devices.
Linux
rhel-lightspeed/linux-mcp-server
MCP server for read-only Linux system administration, diagnostics, and troubleshooting
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.