Moondream MCP Server

🚀 🌙 Moondream MCP Server

A powerful Model Context Protocol (MCP) server that brings advanced image analysis capabilities to your applications using the Moondream vision model. This server seamlessly integrates with Claude and Cline, bridging the gap between AI assistants and complex computer vision tasks.

This is not an official Moondream package. All credits go to moondream.ai for creating the best open-source vision model that can run on consumer-grade hardware.

✨ Features

• 🖼️ Image Captioning: Generate natural language descriptions for images.
• 🔍 Object Detection: Identify and locate specific objects in images.
• 💭 Visual Question Answering: Ask questions about image content and get intelligent answers.
• 🚀 High Performance: Achieve efficient inference using a quantized 8-bit model.
• 🔄 Automatic Setup: Handle model downloads and environment configuration.
• 🛠️ MCP Integration: Enable seamless tool usage with a standard protocol.

🎯 Use Cases

• Content Analysis: Automatically generate descriptions of image content.
• Accessibility: Create alternative text for visually impaired users.
• Data Extraction: Extract information from images through targeted questions.
• Object Verification: Confirm the presence of specific objects in images.
• Scene Understanding: Analyze complex scenes and their components.

🚀 Quick Start

Prerequisites

• Install Python and pip.
• Install Node.js and npm (if required).
• Ensure sufficient system permissions to run the service.

Installation Steps

1. Clone the repository:

git clone https://github.com/nighttrek/Moondream-MCP.git
cd Moondream-MCP

2. Install dependencies:

pip install -r requirements.txt
npm install (if required)

3. Start the server:

python server.py

📋 Configuration

Configure in the config.json file, for example, set the endpoint and logging level:

{
  "endpoint": "http://localhost:3475",
  "logging": {
    "level": "info"
  }
}

🛠️ Functional Modules

• Core Features:

  • Image captioning
  • Object detection and recognition
  • Visual question answering system

• Extended Features:

  • Data visualization panel
  • Log monitoring tool
  • Performance optimization suggestions

📄 License

[Add your license information here]

🙏 Acknowledgments

Thanks to the following teams and communities:

• Moondream Model Team
• Model Context Protocol (MCP) community
• All contributors and maintainers

Made with ❤️ by Nighttrek