Discover Awesome MCP Servers

YouTube MCP Server

Enables AI agents to search for YouTube videos and play them in the default browser as a playlist via natural language commands. It leverages the YouTube Data API v3 to provide specific tools for video discovery and media playback orchestration.

code-analyze-mcp

Standalone MCP server for code structure analysis using tree-sitter. Directory trees, symbol definitions, and call graphs without reading raw source files. Supports Rust, Python, Go, Java, TypeScript, Fortran, JavaScript, C/C++, and C#. Benchmarked up to 68% fewer tokens vs native tools.

Google Analytics MCP Server

Official Google Analytics MCP Server

WaterCrawl MCP

Provides AI systems with web crawling, scraping, and search capabilities through WaterCrawl's API, enabling content extraction, site mapping, and web search with customizable options.

Structural Biology MCP Server

Enables interaction with the RCSB Protein Data Bank to search, analyze, and visualize protein structures. It provides specialized tools for downloading coordinate files and performing structural modifications like residue mutations and metal atom replacements.

Figma to Flutter MCP Server

Enables AI coding agents to extract Figma design data and convert it into Flutter widgets and screens. Supports theme setup, component analysis, asset exports, and provides Flutter implementation guidance from Figma designs.

CodeAtlas MCP Server

Exposes codebase analysis data, including module structures, dependencies, and AI-generated insights, to AI assistants via the Model Context Protocol. It enables users to query project architecture and search for specific code entities across analyzed projects.

azure-devops-mcp-server MCP Server

Azure DevOps 작업 항목을 자연어로 관리하기 위한 MCP 서버.

WAHA MCP Server

Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP API) platform. Supports chat management, message operations including sending/receiving messages, and marking chats as read.

Cresium MCP Server

Enables AI tools to manage financial operations through the Cresium Partner API, including transactions, payments, invoices, and wallet balances. It supports secure workflows such as bank address lookups, transfer previews, and signature request management.

Aws Claw

Provides a comprehensive suite of tools for interacting with AWS services like S3, EC2, and Lambda using natural language commands. It enables AI assistants to inspect, manage, and operate AWS resources directly through the Model Context Protocol using your local credentials.

MySQL MCP Server

MySQL용 MCP 서버

SiYuan Note MCP Server

SiYuan Note 시스템과 통합되어 AI 모델이 노트북 관리, 문서 작업, 콘텐츠 조작을 위한 포괄적인 명령을 통해 노트 데이터에 접근하고 조작할 수 있도록 하는 MCP 서버 구현.

wlater MCP Server

Provides secure, read-only access to Google Keep notes and lists, enabling AI assistants to search, retrieve, and view your Keep data without modification capabilities.

MCPFlux

AI image generation with 6 Flux models (flux-dev, flux-pro, flux-kontext) including context-aware image editing, async task management, and built-in model guide.

S3 MCP Server

Enables interaction with AWS S3 through MCP, supporting bucket and object management, lifecycle configurations, tagging, policies, CORS settings, presigned URLs, and file uploads/downloads.

v0-mcp

Enables the generation and iterative refinement of React UI components from natural language descriptions or design images using Vercel's v0 API. It provides tools for design-to-code workflows and chat-based component development within Claude, Cursor, and other MCP environments.

PDF RAG MCP Server

A document knowledge base system that enables users to upload PDFs and query them semantically through a web interface or via the Model Context Protocol, allowing integration with AI tools like Cursor.

Forest Fire Visualization MCP Server

파이썬 기반 MCP 서버로, 산불 발생 데이터를 수집, 분석하고 지도에 시각화하여 사용자에게 지역별 화재 정보, 위험 분석, 지도 시각화 기능을 제공합니다.

Tesla MCP Server

An MCP server that connects to the Tesla Fleet API, allowing users to control vehicles and retrieve real-time status updates through Claude and other AI assistants. It supports functions such as waking up vehicles, viewing detailed vehicle information, and debugging via both stdio and HTTP/SSE transports.

MCP Playwright Server

An MCP server that enables AI-powered browser automation, web scraping, and testing using Playwright across Chromium, Firefox, and WebKit. It allows users to perform actions like navigation, clicking, typing, and taking screenshots through natural language interfaces.

MCP Server for Paddle Billing

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ProjectDiscovery MCP Server

Integrates ProjectDiscovery security tools to perform automated reconnaissance, subdomain discovery, and vulnerability scanning. It enables comprehensive bug hunting workflows by chaining tools like subfinder, naabu, and nuclei into a unified pipeline.

Mask Editor

Allows users to upload images and paint selections with a brush tool to generate and save black-and-white masks. It provides an interface for visual selection that integrates with MCP clients for image processing workflows.

Brave Deep Research MCP

An MCP server that enhances Brave Search results by using Puppeteer to extract full webpage content and explore linked pages, enabling AI assistants to perform comprehensive web research with configurable depth.

Darbot Deepmind MCP Server

Provides advanced AI reasoning capabilities through step-by-step thinking framework, enabling complex problem-solving with dynamic thought revision, multi-path reasoning, and adaptive planning for sophisticated analysis tasks.

open-code-review

AI-powered code review tool that detects AI-generated code defects invisible to traditional linters — hallucinated packages, deprecated APIs, cross-file contradictions, hidden security anti-patterns, and over-engineering. Works as a standalone CLI, GitHub Action, or MCP server. Supports TypeScript, Python, Java, Go, and Kotlin. Free for individuals, no API key required.

MCP SSH Orchestrator

Provides policy-driven, auditable SSH access to server fleets for AI assistants with zero-trust security controls, command whitelisting, and comprehensive audit logging to safely manage infrastructure.

Cisco Catalog MCP Server

Enables LLMs to query the Cisco Commerce Catalog API for product pricing, availability, specifications, service options, and end-of-life information across 21 regional price lists.