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 totalMapleStats
dsanchezp18/maplestats-mcp
Canadian open data: StatCan, Census, PUMFs, Bank of Canada, CMHC and open-data portals (EN/FR).
Maplith Bridge
Maplith/agents
Share a folder of data files read-only over MCP, and fill it from PostgreSQL under a read-only role.
Marchward
marchward/marchward
Runtime authority for AI agents: credential mediation, spend cap, approval gates, audit log.
Marey
anilyesilkaya/marey
Give AI agents eyes for motion: see what changed on screen, not just how it looks.
Markdown to Word
benbalter/markdown-to-word-js
Convert GitHub Flavored Markdown to Word (.docx) documents in Node or the browser
Markdown Tools
rog0x/mcp-markdown-tools
Markdown TOC, lint, format, stats for AI agents
MarkdownPointer
yotsuda/MarkdownPointer
Markdown viewer for AI-assisted document review. Click any element to copy file path + line number.
Market Intelligence
BullrunData/market-intelligence-mcp
Recession probability, capital rotation scoring, and economic data API
markitai
Ynewtime/markitai
Convert documents, images and web pages to clean Markdown, for agents: single, URL and batch tools.
Markpin
mud-studio/markpin-mcp
Search and read the web pages and highlights you saved with the Markpin Chrome extension.
Massdriver
massdriver-cloud/mcp-server
Manage the Massdriver infrastructure platform: projects, environments, deployments, and more.
Massive Context
egoughnour/massive-context-mcp
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.
Math board
smdesai27/math-board
A local, view-only chalkboard the model draws on: equations, plots, molecules and diagrams.
Mazarbul
mo-cmyk/mazarbul
Local-first memory for AI agents: entities, facts, relations and documents with semantic recall.
mcpgawk
gawk-dev/mcpgawk
Measure MCP servers, pin the approved tool surface, refuse calls to tools that changed. Local-first.
MCPSentinel
gentaArnezzi/MCPSentinel
Precision-first security scanning for Model Context Protocol servers.
Mediastack
pipeworx-io/mcp-mediastack
Mediastack MCP — wraps Mediastack API (api.mediastack.com/v1)
MemCell
memcell-ai/mcp
Shared, persistent memory for AI agents: recall before acting, report outcomes to earn confidence.
Memdocs
Smart-AI-Memory/memdocs
Git-native project memory for AI assistants with enterprise-grade audit compliance
memdsl
Liyuan1992/memdsl
Review-gated declarative long-term memory with bounded read-only MCP access.
memex
kioie/memex
Local MCP memory for coding agents. SQLite on your machine — preferences persist across chats.
Memory
GermaniU/mcp-memory
Local persistent memory for AI agents: SQLite + FTS5 (BM25) lexical search, zero external infra.
Memory Engine
SimoneB79/memory-engine-mcp
Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.
Memory Fabric
elViRafa/agentic-memory
File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.
MemTether
MemTether/MemTether
Cross-client AI memory hub: agents share one SQLite memory.db via file-level pointers.
mendapi
mendapi/mendapi
Detect API breaking changes, scan your codebase for impact, and draft the fix. Runs locally.
Meok Attestation Verify
CSOAI-ORG/meok-attestation-verify
Tiny zero-dependency verifier for MEOK AI Labs compliance attestations (DORA, NIS2, CRA, EU AI Act,
Mercadopleis
castiquark/mercadopleis
AI agents hire people for work they can't finish alone, paid via stablecoin escrow on Base.
Meshimize
renl/meshimize-mcp
Meshimize: Q&A groups, messaging, group discovery, and agent-to-agent delegation
Meta ad Library Monitor
mambalabsdev/mcp-meta-ad-library-monitor
Find a company active Facebook and Instagram ads through the Meta Ad Library API.
Meta Ads
get-mcp-ads/meta-ads-mcp-server
Meta Ads MCP server: 42 read tools, 24 opt-in preview-first writes.
Metmuseum
pipeworx-io/mcp-metmuseum
The Metropolitan Museum of Art Collection MCP.
MIAPI — Grounded Web Answers
Doyukndr/miapi-python
Web search and AI answers with real source citations and a confidence score.
Microsoft Forms API
Maxim-Mazurok/msforms-api
Inspect, validate, upload, and submit Microsoft Forms responses
Microtoll Engine
microtoll/engine
Microtoll Engine in your coding tool: docs search and a scaffold for end-to-end-encrypted apps.
midnight-cast
Kanasjnr/midnight-cast
Read-only tools for live Midnight networks: health, transactions, DUST, errors and example code
Mimecast
WYRE-AI/mimecast-mcp
MCP server for Mimecast email security: message queue, held messages, domains, and threats.
MIMRY
jbacalso24/mimry
Finds the files a coding task touches, so your AI agent reads less. Local CLI and MCP server.
Min8t Sdks
Davison-Francis/min8t-sdks
Email deliverability for AI agents. 12 tools: verify, DNSBL, DMARC, spam-trap, finder.
Mind Elixir
mind-elixir/mcp
Create, edit, and organize mind maps in the Mind Elixir Desktop app from any MCP client.
MindCore Memory
woshilaohei/mindcore-memory-mcp
AI long-term memory MCP server with importance scoring and confidence calibration
Mindtrail
RohitDeshmukh-1/Mindtrail-MCP
Persistent, local-first memory for AI coding agents. Remember, recall and forget across sessions.
MinerU
GermaniU/mineru-mcp
Parse PDF, DOCX, PPTX, XLSX and images to Markdown (tables, LaTeX) via a self-hosted MinerU API.
MinimaxMCP
AceDataCloud/MinimaxMCP
MCP server for MiniMax H3 multimodal video generation
minitok
floticinfo/minitok
Verified coding workflows with planning, verification, bounded retries, evidence, and evolution.
Misar.Blog
Misar-AI/misarblog-mcp
Publish and manage articles, series, comments, reactions, newsletters, and analytics — from any AI…
MisarReach
Misar-AI/misarreach-mcp
Find leads, enrich and score them, run multi-channel outreach, and manage the sales pipeline — from…
Mitre Cwe
cyanheads/mitre-cwe-mcp-server
Explore MITRE CWE weaknesses, CAPEC attack patterns, mitigations, code examples, and mappings.
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.