Extract Outfit Components from Photos
Identify and catalogue every garment and accessory in a photo — useful for wardrobe organisation, trend research, and shopping.
Create New Outfit Combinations
Generate fresh, styled outfit combinations from wardrobe inputs or style briefs — for personal styling, brand lookbooks, and content creation.
Tool
Most people own more than enough clothes to dress well but struggle to put together new combinations beyond the default looks they already rely on. For brands and content creators, the challenge is producing outfit content at scale without repeating the same combinations.
Outfit Stylist generates new outfit combinations from a wardrobe input or a style brief, applying colour theory, proportion rules, and trend awareness to produce looks that are fresh and wearable.
Personal stylists use this to build a month's worth of outfit options from a client's wardrobe photos in a single session. Fashion brands use it to generate lookbook content for new collections. Social media creators use it to produce daily outfit inspo content without manually planning every look.
Agent Guides
Claude
- Connect ToolRouter to Claude: claude mcp add toolrouter -- npx -y toolrouter-mcp
- Provide the wardrobe images or style brief — occasion, body preference, colour palette, vibe.
- Run `create_outfit` through `outfit-stylist` to generate new outfit combinations.
ChatGPT
- Add ToolRouter to ChatGPT using the MCP JSON configuration: {"mcpServers":{"toolrouter":{"command":"npx","args":["-y","toolrouter-mcp"]}}}
- Provide the wardrobe reference or style brief and specify the number of outfit combinations needed.
- Run `create_outfit` with `outfit-stylist` to generate the outfit set.
Copilot
- Add ToolRouter to your Copilot MCP configuration: {"mcpServers":{"toolrouter":{"command":"npx","args":["-y","toolrouter-mcp"]}}}
- Provide the client's wardrobe reference photos and brief on their lifestyle and upcoming occasions.
- Run `create_outfit` through `outfit-stylist` to generate outfit combinations.
OpenClaw
- Connect ToolRouter to OpenClaw: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
- Define the collection brief, target audience, and number of outfits required before batching.
- Run `create_outfit` with `outfit-stylist` across the collection with consistent styling parameters.
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.