MCP Image Recognition Server

MIT License

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describe_image_from_url

Generate detailed descriptions of images using a public URL. Ideal for analyzing web images, this tool supports optional prompts to guide descriptions and works with any server deployment method.

Instructions

Describe an image from a public URL. Most reliable method for web images.

Best for: Images with public URLs accessible from the internet.
Advantages: Works regardless of server deployment method (local/Docker).
Not for: Local files or images already uploaded to the current conversation.

Args:
    url: Direct URL to the image (must be publicly accessible)
    prompt: Optional prompt to guide the description

Returns:
    str: Detailed description of the image

Input Schema

Name	Required	Description	Default
`prompt`	No		Please describe this image in detail.
`url`	Yes

Input Schema (JSON Schema)

{
  "properties": {
    "prompt": {
      "default": "Please describe this image in detail.",
      "title": "Prompt",
      "type": "string"
    },
    "url": {
      "title": "Url",
      "type": "string"
    }
  },
  "required": [
    "url"
  ],
  "title": "describe_image_from_urlArguments",
  "type": "object"
}

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