moondream-mcp

moondream-mcp

3.5

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Moondream MCP Server is a FastMCP server designed for the Moondream AI vision language model, providing advanced image analysis capabilities.

The Moondream MCP Server is a robust and efficient server built to leverage the capabilities of the Moondream AI vision language model. It offers a suite of image analysis tools that include image captioning, visual question answering, object detection, and visual pointing. The server is designed to handle both local and remote images, making it versatile for various applications. It supports batch processing, allowing users to analyze multiple images simultaneously, and is optimized for different hardware configurations, including CPU, CUDA, and MPS for Apple Silicon. The server is easy to install and configure, with support for Python 3.10 or higher and PyTorch 2.0+. It integrates seamlessly with Claude Desktop, providing a streamlined experience for users. The server also includes detailed error handling and performance optimization features, ensuring reliable and efficient operation.

Features

  • Image Captioning: Generate captions for images in various lengths.
  • Visual Question Answering: Ask questions about image content.
  • Object Detection: Identify and locate objects within images.
  • Visual Pointing: Obtain precise coordinates of objects in images.
  • Batch Processing: Efficiently analyze multiple images at once.

Tools

  1. caption_image

    Generate captions for images.

  2. query_image

    Ask questions about images.

  3. detect_objects

    Detect specific objects in images.

  4. point_objects

    Get coordinates of objects in images.

  5. analyze_image

    Multi-purpose image analysis tool.

  6. batch_analyze_images

    Process multiple images in batch.