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)
- #1Web Scraping & Data 91kScrapling
🕷️ 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 - #2Research & Analysis 90kWorldmonitor
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
Research & Analysis - #3Content & Writing 64kContext7
Context7 Platform -- Up-to-date docs for AI agents
Content & Writing - #4Communication 63kTrendRadar
⭐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 - #5Browser Automation 55kChrome Devtools MCP
Chrome DevTools for coding agents
Browser Automation - #6Database Management 48kCodebase 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 - #7Job Search & Careers 45kReactive 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 - #8Browser Automation 39kPlaywright MCP
Playwright MCP server
Browser Automation - #9Design & Media 37kNext 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 - #10Other 34kGithub MCP Server
GitHub's official MCP Server
Other - #11Coding Agents 33kContext 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 - #12Design & Media 33kMCP For Blender
Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.
Design & Media - #13Coding Agents 31kSerena
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Coding Agents - #14Research & Analysis 30kGpt Researcher
An autonomous agent that conducts deep research on any data using any LLM providers
Research & Analysis - #15Coding Agents 28kFastmcp
🚀 The fast, Pythonic way to build MCP servers and clients.
Coding Agents - #16Productivity & Workflow 23kN8n MCP
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
Productivity & Workflow - #17Data Science & ML 23kMaxKB
🔥 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 - #18Social Media 21kDouyin 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 - #19Data Science & ML 21kFunASR
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
Data Science & ML - #20Coding Agents 19kNuclear
Streaming music player that finds free music for you
Coding Agents - #21Database Management 19kXerj
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 - #22Research & Analysis 18kAuto 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 - #23Coding Agents 18kMCP 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 - #24Database Management 17kMCP Toolbox
MCP Toolbox for Databases is an open source MCP server for databases.
Database Management - #25Social Media 17kXiaohongshu MCP
MCP for xiaohongshu.com
Social Media - #26Productivity & Workflow 17kTrigger Dev
Trigger.dev – build and deploy durable AI agents and workflows
Productivity & Workflow - #27Design & Media 16kFigma Context MCP
MCP server to provide Figma layout information to AI coding agents like Cursor
Design & Media - #28Deployment & DevOps 16kOpenMetadata
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 - #29Gaming & Game Dev 16kUnity 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 - #30Cloud Infrastructure 15kTREK
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 - #31Productivity & Workflow 15kSkill Seekers
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
Productivity & Workflow - #32Web Scraping & Data 14kApify 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 - #33Database Management 13kNightingale
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
Database Management - #34Finance & Trading 13kQuantDinger
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 - #35Security & Testing 13kHexstrike 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 - #36Data Science & ML 13kIda Pro MCP
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
Data Science & ML - #37Social Media 13kXHS Downloader
小红书(XiaoHongShu、RedNote)链接提取/作品采集工具
Social Media - #38Browser Automation 13kMCP 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 - #39Other 12kFastapi MCP
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
Other - #40Data Science & ML 12kPal 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 - #41Design & Media 12kNginx UI
Yet another WebUI for Nginx
Design & Media - #42Other 12kGhidraMCP
MCP Server for Ghidra
Other - #43Smart Home & IoT 11kXiaozhi 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 - #44Coding Agents 11kTrail Code
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.
Coding Agents - #45Productivity & Workflow 11kWindows MCP
MCP Server for Computer Use in Windows
Productivity & Workflow - #46Developer Tools 11kMCP Use
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Developer Tools - #47Deployment & DevOps 10kDrawio 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 - #48Productivity & Workflow 10kMobile 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 - #49Coding Agents 10kDesktopCommanderMCP
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Coding Agents - #50Cloud Infrastructure 9.9kMCP
Open source MCP Servers for AWS
Cloud Infrastructure - #51Deployment & DevOps 9.2kOpenstatus
Open-source status page, incident response and uptime monitoring
Deployment & DevOps - #52Other 9.2kMCP Go
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
Other - #53Learning Resources 9kDashboard 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 - #54Design & Media 8.7kLamda
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 - #55Productivity & Workflow 8.6kMCP Agent
Build effective agents using Model Context Protocol and simple workflow patterns
Productivity & Workflow - #56Other 8.5kGit MCP
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
Other - #57SEO & AI Search 8.4kOpen 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 - #58Data Science & ML 8.1kOsaurus
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 - #59Web Scraping & Data 7.7kFirecrawl 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 - #60Communication 7.7kWaha
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 - #61Web Scraping & Data 7.4kUnstract
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
Web Scraping & Data - #62Browser Automation 7.3kBrowser Tools MCP
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
Browser Automation - #63Browser Automation 7.3kMCP
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
Browser Automation - #64Design & Media 7.1kCursor 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 - #65Productivity & Workflow 7kTradingview MCP
AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automation
Productivity & Workflow - #66Marketing Automation 6.7kGoogle 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 - #67Developer Tools 6.5kMobileBuildMCP
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
Developer Tools - #68SEO & AI Search 6.5kMarketing 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 - #69Gaming & Game Dev 6.5kGodot MCP
MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
Gaming & Game Dev - #70Developer Tools 6.4kGemini Notebook MCP CLI
Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.
Developer Tools - #71Data Science & ML 6.3kSemble
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Data Science & ML - #72Design & Media 6.3kMagic 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 - #73Other 6.1kMCP Atlassian
MCP server for Atlassian tools (Confluence, Jira)
Other - #74Deployment & DevOps 6kGhidra 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 - #75Communication 6kLemonade
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 - #76Browser Automation 5.7kMCP Playwright
Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌
Browser Automation - #77Other 5.6kExcalidraw MCP
Fast and streamable Excalidraw MCP App
Other - #78Finance & Trading 5.5kFinanceToolkit
Transparent and Efficient Financial Analysis
Finance & Trading - #79Learning Resources 5.4kHa MCP
The Unofficial and Awesome Home Assistant MCP Server
Learning Resources - #80Security & Testing 5.3kViper
Adversary simulation and Red teaming platform with AI
Security & Testing - #81Data Science & ML 5.3kCode 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 - #82Design & Media 5.2kMCP UI
UI over MCP. Create next-gen UI experiences with the protocol and SDK!
Design & Media - #83Web Scraping & Data 5.2kExa MCP Server
Exa MCP for web search and web crawling!
Web Scraping & Data - #84Finance & Trading 5.2kTradingview 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 - #85Developer Tools 5.1kMcporter
Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli.
Developer Tools - #86Cloud Infrastructure 4.7kMCP 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 - #87Productivity & Workflow 4.7kNotion MCP Server
Official Notion MCP Server
Productivity & Workflow - #88Research & Analysis 4.7kDeep Research
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
Research & Analysis - #89Other 4.7kMCP
Google 💚 MCP
Other - #90Social Media 4.6kJobSpy
Jobs scraper library for LinkedIn, Indeed, Glassdoor, ZipRecruiter, Bayt, Naukri, BDJobs & HelloWork
Social Media - #91Gaming & Game Dev 4.6kUnity 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 - #92Productivity & Workflow 4.5kDagu
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 - #93Developer Tools 4.5kFlint Chart
🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs.
Developer Tools - #94Developer Tools 4.5kMCP Obsidian
MCP server that interacts with Obsidian via the Obsidian rest API community plugin
Developer Tools - #95Design & Media 4.4kDesign 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 - #96Other 4.4kMCP Server Cloudflare
Product specific Cloudflare MCP servers
Other - #97Cloud Infrastructure 4.4kMcpo
A simple, secure MCP-to-OpenAPI proxy server
Cloud Infrastructure - #98Research & Analysis 4.4kMCP Server Chart
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
Research & Analysis - #99Design & Media 4.3kHttprunner
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 - #100Productivity & Workflow 4.3kSpec 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
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.