Create New Outfit Combinations
Generate fresh, styled outfit combinations from wardrobe inputs or style briefs — for personal styling, brand lookbooks, and content creation.
Extract Outfit Components from Photos
Identify and catalogue every garment and accessory in a photo — useful for wardrobe organisation, trend research, and shopping.
Tool
Fashion researchers, stylists, and trend analysts spend significant time manually identifying every piece in a look — the brand, garment type, colour, and styling notes for each item. Doing this across hundreds of runway images or social posts is tedious and error-prone.
Outfit Stylist breaks down any photo into its component garments and accessories, identifying type, colour, and styling characteristics for each piece. The result is a structured wardrobe entry, not just a vague description.
Fashion editors use this to catalogue editorial archives. Personal stylists use it to document client wardrobes. Trend researchers use it to systematically analyse a season's looks across multiple collections.
Agent Guides
Claude
- Connect ToolRouter to Claude: claude mcp add toolrouter -- npx -y toolrouter-mcp
- Upload the fashion photo and describe the analysis context — trend research, wardrobe cataloguing, or shopping recreation.
- Run `extract_outfit` through `outfit-stylist` to generate the component breakdown.
ChatGPT
- Add ToolRouter to ChatGPT using the MCP JSON configuration: {"mcpServers":{"toolrouter":{"command":"npx","args":["-y","toolrouter-mcp"]}}}
- Provide a set of fashion photos and brief ChatGPT on the analysis goal — trend report, wardrobe catalogue, or shopping guide.
- Run `extract_outfit` with `outfit-stylist` across each photo.
Copilot
- Add ToolRouter to your Copilot MCP configuration: {"mcpServers":{"toolrouter":{"command":"npx","args":["-y","toolrouter-mcp"]}}}
- Upload the photo and specify the cataloguing format — type, colour, brand, notes.
- Run `extract_outfit` through `outfit-stylist` to break down the garments.
OpenClaw
- Connect ToolRouter to OpenClaw: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
- Define the extraction schema — fields required per garment, output format — before batching.
- Run `extract_outfit` with `outfit-stylist` across the full photo set with a consistent schema.
Related Use Cases
Extract Styling Insights from Photos
Decode the styling decisions in any fashion photo — proportions, colour strategy, layering techniques, and what makes the look work.