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yunwoong7
by yunwoong7

background_removal

Remove image backgrounds automatically to isolate subjects. Input an image path and receive a cleaned image file, enhancing focus on the main content for editing or design purposes.

Instructions

Remove the background of an image automatically.

Args:
    image_path: File path of the original image
    ctx: MCP context
    
Returns:
    Dict: Dictionary containing the file path of the image with the background removed

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
image_pathYes

Implementation Reference

  • The handler function that implements the background removal logic: reads input image, encodes to base64, sends to Bedrock API with BACKGROUND_REMOVAL task, saves output image, returns path and message.
    async def background_removal(
            image_path: str,
            output_path: str = None,
            ctx: Context = None,
    ) -> Dict[str, Any]:
        """
        Remove the background of an image automatically.
        
        Args:
            image_path: File path of the original image, Please use the actual local file path where the image is stored.
            output_path: Absolute path to save the image
            ctx: MCP context
            
        Returns:
            Dict: Dictionary containing the file path of the image with the background removed
        """
        try:
            # Read image file and encode to base64
            with open(image_path, "rb") as image_file:
                input_image = base64.b64encode(image_file.read()).decode('utf8')
    
            body = json.dumps({
                "taskType": "BACKGROUND_REMOVAL",
                "backgroundRemovalParams": {
                    "image": input_image,
                }
            })
    
            # Generate image
            image_bytes = generate_image(body)
    
            # Save image
            image_info = save_image(image_bytes, output_path=output_path)
    
            # Generate result
            result = {
                "image_path": image_info["image_path"],
                "message": f"Background removed successfully. Saved location: {image_info['image_path']}"
            }
    
            return result
    
        except Exception as e:
            raise McpError(f"Error occurred while removing background: {str(e)}")
  • Registers the background_removal tool with the FastMCP server instance.
    mcp.add_tool(background_removal)
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