MCP server

Ask your AI what to wear

OutfitMaker speaks MCP, the open protocol that connects tools to Claude, ChatGPT, Gemini and every compatible assistant. Add one URL and your AI gets weather-aware outfit tools. Free, no API key, ten seconds.

The server

https://outfitmaker.ai/mcp

Streamable HTTP transport · no authentication required

Just want your wardrobe in Claude? Follow the three-step guide for Claude.

How to connect

Claude (web & desktop)

Settings, then Connectors, then Add custom connector, and paste the URL above. Done. Ask "what should I wear today in Paris?"

Claude Code

claude mcp add --transport http outfitmaker https://outfitmaker.ai/mcp

ChatGPT & other MCP clients

Anywhere you can add a remote MCP server by URL (developer mode connectors, Cursor, Windsurf, LibreChat…), paste the same address. Transport: HTTP.

The tools

  • what_to_wear_today: live weather for your city and a complete outfit formula for the occasion
  • suggest_outfit: curated outfit formulas for 7 occasions, every weather
  • about_outfitmaker: what connecting your real closet unlocks

new

Connect your wardrobe

Already on OutfitMaker? Sign in once from your assistant and it dresses you from the clothes you actually own, then shows you the look on a model, right in the conversation.

https://outfitmaker.ai/mcp/wardrobe

Same server, with your account. Add it like the URL above; your assistant opens an OutfitMaker sign-in page, you choose what it may do, and that's it. Secured with OAuth 2.1 and PKCE: your assistant never sees your password.

  • my_outfit_today: an outfit built from your own pieces, for today or tomorrow, weather-aware (uses one of your daily suggestions)
  • show_me_the_look: that outfit rendered on a model, as an image in the chat (uses one look preview; your first one is free)
  • my_wardrobe_summary: what you own by category, what you wear most, what you never wear

You can disconnect it from your assistant's settings at any time. It can't see your payment details and can't delete anything. Details in our privacy policy.

Try these prompts

  • "What should I wear today? Use my OutfitMaker wardrobe." (my_outfit_today)
  • "Dinner with friends tomorrow in Lyon, what should I wear from my closet?" (my_outfit_today, tomorrow's weather)
  • "Show me outfit 2 on a model." (show_me_the_look)
  • "What's in my wardrobe, and what do I never wear?" (my_wardrobe_summary)
  • "Quick idea for a job interview when it's 8°C?" (suggest_outfit, no account needed)

No account yet? Your closet is waiting.

The free tools suggest formulas anyone could wear. The real magic is when suggestions come from clothes you actually own: photograph your wardrobe once, and OutfitMaker builds daily weather-aware outfits from your pieces, previews them on a model, and tells you what you never wear.

Connect your closet, free, no credit card

Built on the open Model Context Protocol. Rate-limited per IP. The public URL never exposes account data; the wardrobe tools only answer to the account that approved them.