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 totalBitteProtocol
BitteProtocol/mcp
Run AI agents on several blockchains via Bitte Protocol.
Cal
pwh-pwh/cal-mcp
Evaluate mathematical expressions.
Claude Concilium
spyrae/claude-concilium
Multi-agent consultation for Claude Code: MCP servers wrapping Codex, Gemini and Qwen CLIs for parallel code review and problem-solving with fallback chains.
Confluence
KS-GEN-AI/confluence-mcp-server
Get Confluence data via CQL and read pages.
Csvglow
Ratnaditya-J/csvglow
Generate self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations and sortable data tables.
Fastmcp Sonarqube Metrics
ArchAI-Labs/fastmcp-sonarqube-metrics
Retrieve SonarQube project information: current and historical metrics, issues and health status.
Fenestra
richer-richard/fenestra/fenestra-mcp
Headless rendering and verification of native Rust GUIs: accessibility tree, semantic selectors, contrast and focus-order checks, and screenshot diffs.
Kill Process
misiektoja/kill-process-mcp
List and terminate OS processes via natural language queries.
Open Museum
cfpramod/open-museum-mcp
License-verified search across The Met, Cleveland, AIC, Wikimedia Commons and Europeana, limited to CC0 and public-domain works, with citations.
Powerbi Analyst
mbrummerstedt/powerbi-analyst-mcp
Query Power BI semantic models: browse workspaces, tables and measures, run DAX queries and page large results via local CSV.
Spaceship
bartwaardenburg/spaceship-mcp
Manage domains, DNS records, contacts and marketplace listings via the Spaceship API.
Sports
cloudbet/sports-mcp-server
Sports data via the Cloudbet API: upcoming events, live odds, stake limits and market info across soccer, basketball, tennis, esports and more.
Telephony
khan2a/telephony-mcp-server
Telephony via Vonage APIs: automate voice calls with speech-to-text call summaries, send and receive SMS, and detect voicemail.
Ticktick
ekkyarmandi/ticktick-mcp
Manage personal TickTick projects and tasks via the TickTick API.
Tokenchit
iyashjayesh/tokenchit
Reads local Claude Code, Codex and OpenCode usage logs: token totals, daily and hourly activity, per-agent and per-model breakdowns and a year-in-review recap.
Tui
nvms/tui-mcp
Launch, screenshot and interact with any TUI app.
Vuln Nist
HaroldFinchIFT/vuln-nist-mcp-server
Query the NIST National Vulnerability Database (NVD) API.
adb
iksnerd/adb-mcp
Drive Android emulators and devices over adb: screenshots, UI inspection, tap/swipe/type, app lifecycle, logcat, screen recording and Gradle builds and tests.
Assay
Rul1an/assay
Fail-closed policy-as-code proxy for MCP that denies risky tool calls, produces offline-verifiable evidence bundles and enforces egress via eBPF and Landlock.
Design Token Bridge
kenneives/design-token-bridge-mcp
Translates design tokens from Tailwind, CSS, Figma or W3C DTCG into Material 3, SwiftUI, Tailwind config and CSS variables, with WCAG contrast validation.
ellmos CodeCommander
ellmos-ai/ellmos-codecommander-mcp
Code analysis, JSON repair, encoding fixes and import organization for local projects.
Forbiz
tbernabo/forbiz-mcp
Forbiz, the CRM for AI agents: record commitments with the signal you expect back and by when, plus evidence and outcomes, so the next session or agent resumes the open commitment instead of duplicating it. Starts with no account; every write is attributed to the agent that made it.
GoldBean
wuzenghai616-lang/goldbean
Pay-per-call x402 tools: crypto prices, web search, weather, image generation, LLM chat, code execution, translation, sentiment analysis and QR codes.
Korean Rnd Regs
smilemin07/korean-rnd-regs-mcp
Search and review South Korea's national R&D regulations, returning current provisions with citations from the national law database.
Longhand
Wynelson94/longhand
Persistent local memory for Claude Code: indexes all sessions verbatim into SQLite and ChromaDB for semantic recall across your history, with no API calls.
MCPg
devopam/MCPg
PostgreSQL catalog introspection, AST-validated query execution, index tuning, natural-language SQL, and pgvector, TimescaleDB and AGE integrations.
Memory
michael-denyer/memory-mcp
Two-tier memory (hot cache and cold semantic search) that promotes frequently used patterns, extracts knowledge from Claude outputs and links it in a graph.
Memorydetective
carloshpdoc/memorydetective
iOS memory leak and performance investigation: reads .memgraph and .trace files, classifies retain cycles against known patterns and suggests Swift fixes.
Midas
vornicx/Midas
Local-first long-horizon agent memory: source-traceable recall, belief revision, selective forgetting and a guard against memory-driven destructive actions.
Netassist
Edge-Echo/mcp-netassist
Network and proxy diagnostics: GitHub reachability, system proxy status, local proxy port probing, DNS/TCP/HTTP checks, hosts conflict scan, and a doctor that suggests what to change.
OpenHire · 哨兵
gzchenhao/openhire
Job search over employer ATS APIs (Greenhouse, Lever, Ashby, Beisen) with freshness verification, ghost-job scoring and apply links; matching runs client-side.
Sam Gov
cliwant/mcp-sam-gov
US government contracting, spending and regulation data: SAM.gov, USAspending, Grants.gov, Federal Register, eCFR, OFAC sanctions and state/local bid portals.
Scraper
ofershap/mcp-server-scraper
Web scraping: extract clean Markdown, links and metadata from any URL.
SearchAtlas
Search-Atlas-Group/searchatlas-mcp-server
SEO, content generation, PPC, keyword research, site auditing, authority building and LLM brand visibility monitoring.
Suprsonic
O-mega-Enterprise/suprsonic-mcp
One API key for 24 agent capabilities: web search, scraping, people and company data, email finding and verification, images, speech, transcription, documents, code execution, research and domains, with no provider sign-ups. npx -y suprsonic-mcp
Tentra
rdanieli/tentra-mcp
Describe systems in natural language to get interactive architecture diagrams, export to frameworks like Spring Boot, FastAPI and Terraform, and detect drift.
InfraNode
street1983nk/infranode
German public infrastructure open data: weather, air quality, traffic, transit, parking and roadworks from DWD, Umweltbundesamt, Mobilithek and GovData.
Lumify Sports Intelligence
lumifyai/lumify
Sports intelligence: schedules, live scores, odds, betting splits and explainable bet confidence.
7timer
mrfentmen/7timer-mcp
Weather forecasts from 7Timer. No key required.
AdGuard Home
Samik081/mcp-adguard-home
Manage AdGuard Home through AI assistants
Adobe Commerce
zeluizr/adobe-commerce-mcp
Offline Adobe Commerce PHP docs, config files, bin/magento CLI, Web API and module scaffolding
Agent Browser
AetherAI3/agent-browser
Self-hosted Chrome for AI agents, with a live noVNC view a human can take over.
Aipatterns
uchit/aipatterns-mcp-server
Search AU enterprise AI patterns, benchmarks, incidents, and regulatory changes.
Amazon Scraper API
ChocoData-com/amazon-scraper-api-mcp
Scrape Amazon products, search, and async batch ASIN lookups across 20 marketplaces
Apple Shortcuts
mindstone/mcp-servers
MCP server for Apple Shortcuts via the macOS shortcuts CLI
Apple Voice Memo
jwulff/apple-voice-memo-mcp
Access Apple Voice Memos on macOS. List, get audio, extract and generate transcripts.
Arg2P
tuProlog/arg2p-kt
Structured argumentation: solve ASPIC+, ABA and abstract theories, explore their results
Attestor
bolnet/attestor
Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.
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.