How to Produce Clothing Catalogue Images with Copilot
Produce clothing catalogue images with Copilot and ToolRouter. Generate professional model shots and product pages without a photoshoot.
Tool
Generate professional catalogue-ready clothing images with model shots and consistent styling without a photoshoot. Copilot is a natural fit when catalogue image production is part of an e-commerce product management workflow.
Connect ToolRouter to Copilot
1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
Steps
Once connected (see setup above), use the Fashion Studio tool:
- Upload the garment images and specify the SKU information and catalogue format required.
- Run `clothing_catalogue` through `fashion-studio` for each product.
- Ask Copilot to document each output with SKU, filename, and intended use (hero, gallery, thumbnail).
- Add the images to the product catalogue with metadata attached.
Example Prompt
Try this with Copilot using the Fashion Studio tool
Use fashion-studio to generate catalogue images for these 5 SKUs. Each needs a front model shot and a flat lay. Return with SKU-matched filenames and a note on whether each should be the hero image or a gallery image on the product page.
Tips
- Name files with SKU codes from the start — it prevents mismatches when uploading to Shopify, WooCommerce, or similar platforms.
- Ask Copilot to confirm the image dimensions match the platform's hero image requirements before filing.
- Generate the hero and gallery images in the same session to maintain styling consistency across the product page.