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 totalThunderbird CLI
vitalio-sh/thunderbird-cli
Give AI agents full read/write email access via Mozilla Thunderbird. Zero credentials.
Dabble Me Journal
parterburn/dabble.me
Private journal MCP server to search, analyze, and create Dabble Me entries securely via OAuth.
Bankless Onchain
Bankless/onchain-mcp
Interact with smart contracts and query transaction and token information via the Bankless Onchain API.
Atlassian Jira
aashari/mcp-server-atlassian-jira
Atlassian Jira Cloud: work with projects, issues, comments and related development information.
Codemem
kunickiaj/codemem
Persistent coding memory across sessions, machines and teammates, with memory search, optional sync, project sharing and automatic capture.
Imagen3
hamflx/imagen3-mcp
Generate images from text prompts with Google's Imagen 3 API, with photography, artistic and photorealistic controls.
emem, the verifiable memory protocol for the physical world
Vortx-AI/emem
Signed geospatial facts with citable receipts for place-based questions: elevation, land cover, surface water, vegetation and built-up areas.
vk
bulatko/vk-mcp-server
Access the VK (VKontakte) social network API: users, walls, groups, friends, newsfeed, photos and community stats.
Abap Adt
williansaez/abap-adt-mcp
ABAP development from Claude and other MCP hosts: source, transports, tests, ATC, debugger
Bomly
bomly-dev/bomly-cli
Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit
DrillFlow
capydev42/drillflow-mcp
Publish drill-down diagrams from an agent; every Mermaid subgraph becomes a level you enter.
Email Inbox API + Sending by Sendmux
Sendmux/sendmux-sdk
AI email inbox and sending tools with attachments, search, live events, and webhooks.
Funplay Godot
FunplayAI/funplay-godot-mcp
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot-mcp.
Groupon
chrischall/groupon-mcp
Groupon deals for Claude — search and browse local, goods, and travel deals
MarkLayer
thevrus/MarkLayer
Work visual annotations on a live webpage: watch, acknowledge, resolve, reply, or leave your own.
Multimeter
mshobeyri/multimeter
Scaffold, validate, format, and run YAML .mmt API tests. Do not invent syntax.
Penthera
danoszz/penthera
Offline, rule-based security checks for your repo, dependencies, AI agent config and local app.
Skillsmith
smith-horn/skillsmith
Share agent skills across your team, scan them for risk, and track what's actually used.
Arcmira
arcmira/mcp
Search YouTube transcripts for timestamps, speaker appearances, sponsors and recommendations.
flightclaw
flightclaw/agents
Search ~300 airlines and book flights with a checkout link. OAuth sign-in by email code.
Uizze
uizze/uizze
UI design that stands out. Full-screen UI references and design materials for coding agents.
Bitcoin
AbdelStark/bitcoin-mcp
Interact with Bitcoin: generate keys, validate addresses, decode transactions and query the blockchain.
Openai
mzxrai/mcp-openai
Chat with OpenAI models.
SmartDB
wenb1n-dev/SmartDB_MCP
Connect to multiple databases at once (MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, Oracle) for operations, health analysis and SQL optimization.
Swagger
zaizaizhao/mcp-swagger-server
Converts OpenAPI/Swagger specifications to MCP format so AI assistants can call REST APIs.
IOS Agent Skill
Nagarjuna2997/ios-agent-skill
Swift code reviews, local Apple references and app scaffolding, plus simulator tools on macOS with Xcode.
Bear
jkawamoto/mcp-bear
A MCP server for interacting with Bear note-taking software.
BoondManager
fauguste/boondmanager-mcp-server
MCP Server for BoondManager API - 182 tools, 12 prompts, 22 resources (ERP/CRM)
Cisco Modeling Labs CML
xorrkaz/cml-mcp
An MCP server that provides access to common Cisco Modeling Labs (CML) operations.
Komodo
MP-Tool/komodo-mcp-server
MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI
Webcake Landing
vuluu2k/webcake-landing-mcp
Build, validate, and persist Webcake landing-page source JSON: element schemas plus AI usage hints.
Synap Memory
maximem-ai/maximem_synap_sdk
Persistent memory for AI agents — log and recall conversation context over MCP.
NocoDB
edwinbernadus/nocodb-mcp-server
NocoDB database integration with read and write capabilities.
Ntfy
gitmotion/ntfy-me-mcp
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
OpenAPI Schema Explorer
kadykov/mcp-openapi-schema-explorer
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
hn
erithwik/mcp-hn
Search Hacker News, get top stories and more.
Reflex
reflex-search/reflex
Local, offline full-text code search for coding agents using a trigram index over large codebases.
Wolfram Alpha
SecretiveShell/MCP-wolfram-alpha
Query the Wolfram Alpha API.
Zaturn
kdqed/zaturn
Link multiple data sources (SQL, CSV, Parquet and more) and analyze the data for insights and visualizations.
ClefMCP
HighlyLoadedEgo/ClefMCP
Local Clef-Flash decision model for coding agents: clef_decide returns probability distributions over your options (choice/score/yes-no) via llama.cpp, fully offline, one-command install.
AI CLI
mkXultra/ai-cli-mcp
Run Claude, Codex, Gemini, Forge, and OpenCode CLIs through MCP with background jobs
Crg
n24q02m/crg
Token-efficient code review knowledge graph: semantic search and call-graph resolution.
Easytable
chrischall/easytable-mcp
easyTable restaurant reservations for Claude — availability, and create/modify/cancel bookings
ILO Labour Statistics (ILOSTAT)
SidneyBissoli/ilo-mcp-server
Labour market data from the ILO (ILOSTAT) by country, year, sex and age, with provenance.
Ipybox
gradion-ai/ipybox
Unified execution environment for Python code, shell commands, and programmatic MCP tool calls
ClariLayer
clarilayer/clarilayer
Individual-analyst context layer: recall, remember, and reconcile your data and engineering context.
COROS
coroslab/COROS-MCP
Access COROS activity, training and health data, and manage training plans and workouts.
PiAPI
apinetwork/piapi-mcp-server
PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
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.