Tools / Style Finder / Use Cases / Find Where to Buy an Item from an Image

Find Where to Buy an Item from an Image

Use an image URL to identify a clothing or home item and find where to buy it online.

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Style Finder

You see a piece of furniture in a design blog, a jacket on a celebrity, or a rug in a hotel photo and want to know where to buy it. The product is right in front of you but finding the source means searching generic terms and scrolling through hundreds of loosely related results.

The find_by_url skill takes an image URL and identifies the product category, key visual attributes, and shopping sources where the item or close alternatives can be purchased. You can go from image to purchase options in a single step without manual keyword searching.

Interior design enthusiasts, fashion followers, and online shoppers use this to close the gap between visual inspiration and actual purchase — turning saved images into actionable shopping results.

Agent Guides

Claude

  1. Connect ToolRouter in Claude: claude mcp add toolrouter -- npx -y toolrouter-mcp
  2. Find an image URL of the item you want to locate
  3. Ask: "Use style-finder to find where to buy the item in this image: [URL]"
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ChatGPT

  1. Add ToolRouter to ChatGPT using the MCP JSON configuration
  2. Provide the image URL of the item you want to find
  3. Ask: "Use style-finder to identify and find purchase options for the item in this image: [URL]"
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Copilot

  1. Add ToolRouter to your Copilot MCP configuration
  2. Ask: "Use style-finder with find_by_url to identify the product in this image: [URL]"
  3. Copilot returns product identification and shopping source data
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OpenClaw

  1. Connect ToolRouter to OpenClaw: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
  2. Prepare a list of image URLs to process
  3. Ask: "Use style-finder with find_by_url to identify and find purchase options for each image URL"
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