OutfitMaker

What it does

OutfitMaker has two MCP addresses. One works without an account and gives outfit advice for a city's weather and an occasion. The other reads your OutfitMaker closet: it builds an outfit from your own pieces for today or tomorrow, draws it on a model as a picture in the chat, and tells you what you wear most and never.

How it works

The public address has 3 tools and needs no key; the wardrobe address has 3 more and signs in through OAuth. The look is drawn on one of the app's models, not on your photo. The assistant cannot see payment details or delete anything. It is in the official MCP registry and works in Claude, ChatGPT's developer mode, Cursor, Windsurf and LibreChat.

Connecting costs nothing, but the wardrobe tools use the account's daily suggestions and look previews: the free plan has 3 suggestions a day and one look preview, and Premium costs €7.99 a month. The app runs in the browser, with no app store download, in English, French, Spanish, Portuguese and German.

What stands out

• Today's or tomorrow's outfit from your pieces and the weather
• The outfit drawn on a model, as a picture in the chat
• Most worn and never worn pieces
• Weather advice that works without an account

What its listing and guide do not mention

• Add a piece from a photo
• Add a piece from a shop's product link
• Edit or remove pieces
• Save outfits to your closet
• Log what you wore
• Plan outfits for dates
• Your colour type or season
• Try-on on your own photo
• Shopping help or a wishlist

Who it suits

OutfitMaker suits you if you want a quick outfit for tomorrow's weather from clothes you own.