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 totalmeek_daily_plan_mcp
CSOAI-ORG/meek-daily-plan-mcp
MEEK Daily Plan MCP — the daily orchestration (today priorities, this week sprints, blockers, decisi
meek_defoneos_audit_logging_mcp
CSOAI-ORG/meek-defoneos-audit-logging-mcp
MEEK DEFONEOS Audit Logging MCP — SIEM + audit chain + compliance logs. MIT-licensed.
meek_defoneos_backup_restore_mcp
CSOAI-ORG/meek-defoneos-backup-restore-mcp
MEEK DEFONEOS Backup/Restore MCP — the production backup/restore system for the sovereign stack. MIT
meek_defoneos_cdn_edge_mcp
CSOAI-ORG/meek-defoneos-cdn-edge-mcp
MEEK DEFONEOS CDN Edge MCP — Cloudflare + Vercel Edge + multi-region CDN. MIT-licensed.
Meet
znz-systems/mcp-meet
One-click Google Meet scheduling and Apple Calendar mirroring with smart availability detection
Meeting Summarizer AI
CSOAI-ORG/meeting-summarizer-ai-mcp
Meeting Summarizer Ai MCP Server by MEOK AI Labs
Meetup
pipeworx-io/mcp-meetup
Meetup MCP — wraps Meetup's public GraphQL API (api.meetup.com, free, no auth)
Meilisearch
mrfentmen/meilisearch-mcp
Search indexes, manage documents, check health and stats.
Mellow Tapir Radio Spectrum Guide
guycole/mellow-tapir
Explore likely radio services, channels, and emissions from 108 MHz to 1 GHz.
Melt
melt-ai/melt-mcp-server
Melt: value-leak discovery and lead capture for Claude, Cursor, and MCP-compatible agents.
Mem Context
turbyho/mem-context
Temporal memory MCP server with LanceDB vector search, weight-decay scoring, and LLM consolidation
memalyze
mahaoboy/memalyze
Self-hosted agent memory: redaction before write, append-only audit, local embeddings.
Memento
annibale-x/mcp-memento
An MCP server that provides persistent memory and context management across sessions
MemoCat — Shared AI Memory
MontyGovernance/memocat-mcp
One shared, persistent memory across AI agents and systems, with semantic recall and live updates.
MemoFS
memo-fs/memofs
Persistent memory and virtual filesystem MCP server for AI agents.
Memoire
sarveshsea/m-moire
Shadcn-native Design CI for Tailwind apps with registry export and MCP UI tools.
Memora
Servation/memora-mcp
Flashcards, quizzes, and cloze cards with spaced repetition, as an inline MCP App.
MemoraEU
pquattro/memoraEu
Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, hosted in France.
MemoraEU
pquattro/memoraeu-memoraeu-mcp
Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU hosted.
Memoro
circassian1977-byte/memoro
Personal AI memory layer on your own computer. Read/write durable memory across MCP clients.
Memors
kKEo/memors
Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.
Memory
letta-ai/memory-mcp
MCP server for AI memory management using Letta - Standard MCP format
Memory
j0hanz/memory-mcp
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.
Memory
shackleai/memory-mcp
Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool.
Memory Bridge (忆桥)
yanglinfeng/memory-bridge
Evidence-cited knowledge base for internal documents: audit trail, versioning, namespace isolation.
Memory Find
kKEo/memory-find
Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.
Memory Graph
RetroRobAI/mcp-memory-graph
Authority-weighted memory graph for AI agents with conflict detection and semantic search.
Memory Hive
330899935/memory-hive-mcp
Local-first memory over MCP. Built-in SQLite store; runs standalone. Agents propose; you confirm.
Memory Nexus
KairosMobius/memory-nexus-mcp
Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.
Memory Pulse
t-crew/memory-pulse
Give any agent self-improving memory you can trust in production. Built-in memory security.
Memory Search
CSOAI-ORG/memory-search-mcp
Memory Search MCP Server by MEOK AI Labs
Memory Vault
io.github.apurv101/memory-vault
Portable AI memory shared across models and harnesses - plain markdown you own.
memory-boost
arnaugonzalez/memory-boost
Markdown memory for coding agents that audits itself: drift reports and session digests.
Memorybank
maxweb4u/mcp-memorybank
Seeds, governs and navigates a memory_bank knowledge base: gated writes, routing, drift vs code
MemoryComb
BryceBlackRoot/memorycomb
One memory for every AI: Claude, ChatGPT and more share a memory that lives on your computer.
Memos
jkawamoto/mcp-memos
An MCP server for interacting with Memos.
Mempool Space
pipeworx-io/mcp-mempool-space
mempool.space MCP — Bitcoin block explorer + mempool/fee stats
MemQ Team Sync
multinex-ai/memq
Shared project memory that keeps teammates and AI agents aligned across sessions.
Memshelf
ignatenkofi/memshelf-mcp
Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.
Memstack
isiomaC/memstack
MCP server for persistent, searchable memory for AI agents.
Mencoro
mencoro/mencoro-mcp
Track and manage how your brand appears in AI answers: rank, mentions, sentiment, share of voice.
Mendrift
suneel190700/mendrift
MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback
Mentu Navigator
mentu-ai/mentu-navigator
Read-only repo navigation and progressive disclosure; BM25 locator with registered evidence.
Menus Recommender
spyyps/recommend-dish
全球美食加权随机推荐：基于 396 道菜的知识库，给出多样化的就餐推荐。
Meok Allmi Hiab
CSOAI-ORG/meok-allmi-hiab-mcp
UK lorry-loader (hiab) compliance — ALLMI ACoP, BS 7121-4 lift planning, LOLER Thorough
Meok Bs7121
CSOAI-ORG/meok-bs7121-mcp
BS 7121 lift-plan compliance for UK crane + hiab operators. Parts 1/3/4/5 clause lookup, Appointed
Meok Cra Annex iv Classifier
CSOAI-ORG/meok-cra-annex-iv-classifier-mcp
EU Cyber Resilience Act product classifier MCP. Classifies PDEs into CRA hierarchy (default / Class
Meok Dora Tlpt Planner
CSOAI-ORG/meok-dora-tlpt-planner-mcp
meok-dora-tlpt-planner-mcp MCP server by MEOK AI Labs
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.