Leaderboard

Top 100 MCP Servers

The most popular open-source mcp servers, ranked by GitHub stars.

Generated November 15, 2026 from public GitHub data. How this ranking works · Download as CSV (CC BY 4.0)

  1. #1
    Scrapling

    🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

    Web Scraping & Data
    91k
  2. #2
    Worldmonitor

    Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

    Research & Analysis
    90k
  3. #3
    Context7

    Context7 Platform -- Up-to-date docs for AI agents

    Content & Writing
    64k
  4. #4
    TrendRadar

    ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

    Communication
    63k
  5. #5
    Chrome Devtools MCP

    Chrome DevTools for coding agents

    Browser Automation
    55k
  6. #6
    Codebase Memory MCP

    Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.

    Database Management
    48k
  7. #7
    Reactive Resume

    A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

    Job Search & Careers
    45k
  8. #8
    Playwright MCP

    Playwright MCP server

    Browser Automation
    39k
  9. #9
    Next AI Draw Io

    Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.

    Design & Media
    37k
  10. #10
    Github MCP Server

    GitHub's official MCP Server

    Other
    34k
  11. #11
    Context Mode

    Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

    Coding Agents
    33k
  12. #12
    MCP For Blender

    Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.

    Design & Media
    33k
  13. #13
    Serena

    A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

    Coding Agents
    31k
  14. #14
    Gpt Researcher

    An autonomous agent that conducts deep research on any data using any LLM providers

    Research & Analysis
    30k
  15. #15
    Fastmcp

    🚀 The fast, Pythonic way to build MCP servers and clients.

    Coding Agents
    28k
  16. #16
    N8n MCP

    A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

    Productivity & Workflow
    23k
  17. #17
    MaxKB

    🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

    Data Science & ML
    23k
  18. #18
    Douyin TikTok Download API

    🚀 自托管的抖音、TikTok、B 站数据采集与无水印视频下载 API,支持 AI agent 通过 MCP 调用与离线语音转文字,Docker 一键部署。| Self-hosted TikTok, Douyin & Bilibili scraper and no-watermark video downloader — async REST API, MCP server for AI agents, CLI and web console, plus offline speech-to-text for downloaded videos. Self-healing identity pool, PostgreSQL archive, one docker compose up.

    Social Media
    21k
  19. #19
    FunASR

    Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

    Data Science & ML
    21k
  20. #20
    Nuclear

    Streaming music player that finds free music for you

    Coding Agents
    19k
  21. #21
    Xerj

    AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.

    Database Management
    19k
  22. #22
    Auto Claude Code Research In Sleep

    ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

    Research & Analysis
    18k
  23. #23
    MCP For Beginners

    This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

    Coding Agents
    18k
  24. #24
    MCP Toolbox

    MCP Toolbox for Databases is an open source MCP server for databases.

    Database Management
    17k
  25. #25
    Xiaohongshu MCP

    MCP for xiaohongshu.com

    Social Media
    17k
  26. #26
    Trigger Dev

    Trigger.dev – build and deploy durable AI agents and workflows

    Productivity & Workflow
    17k
  27. #27
    Figma Context MCP

    MCP server to provide Figma layout information to AI coding agents like Cursor

    Design & Media
    16k
  28. #28
    OpenMetadata

    The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

    Deployment & DevOps
    16k
  29. #29
    Unity MCP

    Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

    Gaming & Game Dev
    16k
  30. #30
    TREK

    The most complete open-source travel planner: real-time collaboration, bookings, budgets, packing lists, journals, offline PWA, SSO and an AI-ready MCP server, with planet-wide place search and routing built in.

    Cloud Infrastructure
    15k
  31. #31
    Skill Seekers

    Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

    Productivity & Workflow
    15k
  32. #32
    Apify MCP Server

    The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

    Web Scraping & Data
    14k
  33. #33
    Nightingale

    Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.

    Database Management
    13k
  34. #34
    QuantDinger

    Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies, backtest, and paper/live trade across crypto, stocks, and forex. Launch your own multi-tenant trading SaaS with built-in user management, billing, payments, and settlement.

    Finance & Trading
    13k
  35. #35
    Hexstrike AI

    HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

    Security & Testing
    13k
  36. #36
    Ida Pro MCP

    AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

    Data Science & ML
    13k
  37. #37
    XHS Downloader

    小红书(XiaoHongShu、RedNote)链接提取/作品采集工具

    Social Media
    13k
  38. #38
    MCP Chrome

    Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.

    Browser Automation
    13k
  39. #39
    Fastapi MCP

    Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

    Other
    12k
  40. #40
    Pal MCP Server

    The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.

    Data Science & ML
    12k
  41. #41
    Nginx UI

    Yet another WebUI for Nginx

    Design & Media
    12k
  42. #42
    GhidraMCP

    MCP Server for Ghidra

    Other
    12k
  43. #43
    Xiaozhi Esp32 Server

    本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.

    Smart Home & IoT
    11k
  44. #44
    Trail Code

    Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

    Coding Agents
    11k
  45. #45
    Windows MCP

    MCP Server for Computer Use in Windows

    Productivity & Workflow
    11k
  46. #46
    MCP Use

    The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

    Developer Tools
    11k
  47. #47
    Drawio Skill

    Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested draw.io architecture diagrams: incremental sync, multi-view projection, drift diff, CI architecture tests, whiteboard derasterize, interactive HTML/PPTX/Mermaid exports.

    Deployment & DevOps
    10k
  48. #48
    Mobile MCP

    Mobile MCP: let AI agents drive your iOS and Android apps. MCP server for simulators, emulators and real devices. Works with Claude Code, Codex, Cursor and any MCP client.

    Productivity & Workflow
    10k
  49. #49
    DesktopCommanderMCP

    This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

    Coding Agents
    10k
  50. #50
    MCP

    Open source MCP Servers for AWS

    Cloud Infrastructure
    9.9k
  51. #51
    Openstatus

    Open-source status page, incident response and uptime monitoring

    Deployment & DevOps
    9.2k
  52. #52
    MCP Go

    A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

    Other
    9.2k
  53. #53
    Dashboard Icons

    3,400+ curated icons and logos for dashboards and AI agents. SVG, PNG and WEBP on a free CDN, plus an MCP server for Claude Code, Codex, ChatGPT, Cursor, Hermes and OpenClaw.

    Learning Resources
    9k
  54. #54
    Lamda

    Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.

    Design & Media
    8.7k
  55. #55
    MCP Agent

    Build effective agents using Model Context Protocol and simple workflow patterns

    Productivity & Workflow
    8.6k
  56. #56
    Git MCP

    Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

    Other
    8.5k
  57. #57
    Open Seo MCP Skills

    Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data. claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp

    SEO & AI Search
    8.4k
  58. #58
    Osaurus

    Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.

    Data Science & ML
    8.1k
  59. #59
    Firecrawl MCP Server

    Official Firecrawl MCP server, the context API for AI agents: search, scrape, and interact with the web, plus parse, crawl, map, Agent and Monitor, from any MCP client.

    Web Scraping & Data
    7.7k
  60. #60
    Waha

    WAHA - WhatsApp HTTP API (REST API) that you can configure in a click! Multiple engines: WEBJS (browser based), NOWEB (websocket nodejs), GOWS (websocket go), WPP (browser)

    Communication
    7.7k
  61. #61
    Unstract

    LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

    Web Scraping & Data
    7.4k
  62. #62
    Browser Tools MCP

    Monitor browser logs directly from Cursor and other MCP compatible IDEs.

    Browser Automation
    7.3k
  63. #63
    MCP

    Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

    Browser Automation
    7.3k
  64. #64
    Cursor Talk To Figma MCP

    TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

    Design & Media
    7.1k
  65. #65
    Tradingview MCP

    AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automation

    Productivity & Workflow
    7k
  66. #66
    Google Ads Meta Ads MCP

    Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gated writes, 7-day free trial. By Ryze AI.

    Marketing Automation
    6.7k
  67. #67
    MobileBuildMCP

    A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

    Developer Tools
    6.5k
  68. #68
    Marketing Skills

    Claude skills for marketing: 49 free marketing skills for Claude Code and claude.ai (Google Ads, Meta Ads, SEO, AI visibility) + the Ryze Google Ads MCP / Meta Ads MCP: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp

    SEO & AI Search
    6.5k
  69. #69
    Godot MCP

    MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

    Gaming & Game Dev
    6.5k
  70. #70
    Gemini Notebook MCP CLI

    Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.

    Developer Tools
    6.4k
  71. #71
    Semble

    Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

    Data Science & ML
    6.3k
  72. #72
    Magic MCP

    It's like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own — right from your editor. Magic MCP is now the 21st MCP; this package keeps old configs working. Setup: 21st.dev/mcp

    Design & Media
    6.3k
  73. #73
    MCP Atlassian

    MCP server for Atlassian tools (Confluence, Jira)

    Other
    6.1k
  74. #74
    Ghidra MCP

    Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

    Deployment & DevOps
    6k
  75. #75
    Lemonade

    Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

    Communication
    6k
  76. #76
    MCP Playwright

    Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌

    Browser Automation
    5.7k
  77. #77
    Excalidraw MCP

    Fast and streamable Excalidraw MCP App

    Other
    5.6k
  78. #78
    FinanceToolkit

    Transparent and Efficient Financial Analysis

    Finance & Trading
    5.5k
  79. #79
    Ha MCP

    The Unofficial and Awesome Home Assistant MCP Server

    Learning Resources
    5.4k
  80. #80
    Viper

    Adversary simulation and Red teaming platform with AI

    Security & Testing
    5.3k
  81. #81
    Code Graph Rag

    The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

    Data Science & ML
    5.3k
  82. #82
    MCP UI

    UI over MCP. Create next-gen UI experiences with the protocol and SDK!

    Design & Media
    5.2k
  83. #83
    Exa MCP Server

    Exa MCP for web search and web crawling!

    Web Scraping & Data
    5.2k
  84. #84
    Tradingview MCP

    MCP server for market analysis in AI assistants: screeners, multi-timeframe technical analysis, backtests and sentiment for crypto, stocks, forex and futures. 39 tools. Self-host free, or use the hosted version, TradingMCP.

    Finance & Trading
    5.2k
  85. #85
    Mcporter

    Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli.

    Developer Tools
    5.1k
  86. #86
    MCP Context Forge

    An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

    Cloud Infrastructure
    4.7k
  87. #87
    Notion MCP Server

    Official Notion MCP Server

    Productivity & Workflow
    4.7k
  88. #88
    Deep Research

    Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

    Research & Analysis
    4.7k
  89. #89
    MCP

    Google 💚 MCP

    Other
    4.7k
  90. #90
    JobSpy

    Jobs scraper library for LinkedIn, Indeed, Glassdoor, ZipRecruiter, Bayt, Naukri, BDJobs & HelloWork

    Social Media
    4.6k
  91. #91
    Unity MCP

    AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

    Gaming & Game Dev
    4.6k
  92. #92
    Dagu

    Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.

    Productivity & Workflow
    4.5k
  93. #93
    Flint Chart

    🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs.

    Developer Tools
    4.5k
  94. #94
    MCP Obsidian

    MCP server that interacts with Obsidian via the Obsidian rest API community plugin

    Developer Tools
    4.5k
  95. #95
    Design Extract

    Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.

    Design & Media
    4.4k
  96. #96
    MCP Server Cloudflare

    Product specific Cloudflare MCP servers

    Other
    4.4k
  97. #97
    Mcpo

    A simple, secure MCP-to-OpenAPI proxy server

    Cloud Infrastructure
    4.4k
  98. #98
    MCP Server Chart

    🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

    Research & Analysis
    4.4k
  99. #99
    Httprunner

    HttpRunner 是一款开源的 API/UI 测试框架,简单易用,功能强大,具有丰富的插件化机制和高度的可扩展能力。

    Design & Media
    4.3k
  100. #100
    Spec Workflow MCP

    A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.

    Productivity & Workflow
    4.3k

How this ranking works

Ranked by GitHub stars. Only dedicated MCP servers are included: projects with mcp in the repository name, or tagged as an MCP server on GitHub and not as an MCP client platform. Awesome-lists are left out. Each row links to the listing, where you can read what the project can touch, its install command and any scan report. See also the full mcp servers directory.

Questions

What are the most popular mcp servers?

This page ranks the 100 mcp servers with the most GitHub stars on AgenticMart. Stars show popularity among developers, not quality or safety.

How often is this leaderboard updated?

Star counts come from public GitHub data and the page is rebuilt regularly. The date at the top shows when this version was generated.

Are the most popular mcp servers safe to use?

Popularity is not proof of safety. Open each listing to see what it can touch, its published advisories and any dated scan report before you install it.

Can I get my project on this list?

List it free on AgenticMart. It appears here once its GitHub stars place it in the top 100. Browse the full list at agenticmart.org/mcp-servers.