Honest comparison
OutfitMaker vs Fits
Fits and OutfitMaker both bring your wardrobe into AI assistants. If that is what you are after, here is what each offers and where OutfitMaker focuses.
Last updated October 2026
Fits is a wardrobe app that also offers a connector for MCP, ChatGPT and Claude, so an assistant can work with your wardrobe.
OutfitMaker focuses on outfits from your own clothes that you can see: inside Claude, the outfits come with photos of your pieces and the look can be rendered on a model right in the chat. Outside Claude, it is a browser app with resale photos and prices in your currency.
Who each is best for
Fits may suit you if
- You already keep your wardrobe in Fits and want to use it from an assistant.
OutfitMaker may suit you if
- You want to see the outfit on a model right in your Claude chat.
- You want the same wardrobe in the browser, with nothing to install.
- You want a worn photo for your resale listings.
Feature by feature
What Fits is known for: a wardrobe app with a connector for MCP, ChatGPT and Claude.
| Feature | OutfitMaker | Fits |
|---|---|---|
| Works in the browser, nothing to install | Yes, a web app on phone, tablet and computer. You can add it to your home screen if you like. | Not verified |
| Connector for Claude | Yes, with your own wardrobe. How it works | Yes, a connector for MCP, ChatGPT and Claude |
| Look Preview: your own outfit shown on a model | Yes, your outfit on a model before you get dressed. Your first one is free. | Not verified |
| Worn photo for resale listings | Yes, a worn photo from a flat photo of the piece. Your first one is free. See an example | Not verified |
| Prices in your local currency | Yes, in euros, pounds or US dollars. | Not verified |
| Free plan | Yes, with unlimited pieces and daily outfit suggestions. | Not verified |
"Not verified" means we could not confirm it from Fits's public product information when we checked. It may well exist, so check their site before deciding.
Why people switch to OutfitMaker
A web app, nothing to install
OutfitMaker runs in the browser on your phone, tablet or computer. Open outfitmaker.ai, photograph a piece and you are started. You can add it to your home screen later if you want it to feel like an app.
See the outfit before you put it on
Look Preview shows an outfit made from your own pieces on a model, so you can judge the proportions and colours before you get dressed. Your first preview is free.
A worn photo for selling a piece
When something no longer earns its place, OutfitMaker turns a flat photo of the piece into a worn photo for your listing on Vinted or eBay. Your first one is free.
Your wardrobe inside Claude
Connect OutfitMaker to Claude and ask what to wear in plain words. Claude answers with outfits from your own clothes and can show the look on a model right in the chat.
Prices in your currency
Plans are shown in euros, pounds or US dollars depending on where you are, so there is no conversion guesswork at checkout.
Five languages
The app speaks English, French, Spanish, Portuguese and German, so the whole household can use it in the language they think in.
See it for yourself: OutfitMaker inside Claude Worn photos for resale listings
Questions
How do I connect OutfitMaker to Claude?
In Claude, open Settings, then Connectors, choose Add custom connector and paste https://outfitmaker.ai/mcp/wardrobe. Claude then opens the OutfitMaker sign-in page; sign in and allow the connection.
What can Claude do with my OutfitMaker wardrobe?
Suggest outfits from your own pieces for today or tomorrow, for an occasion you describe and the local weather, show a chosen outfit on a model in the chat, and summarise what you own and what you never wear.
Can Claude see my payment details?
No. The connector never shares your email address, password, payment details or billing history, and it cannot delete anything. You can disconnect it at any time from Claude's connector settings.
How we compared
Competitor details come from a review of their public product information on 14 October 2026. Apps change quickly, so if anything here is out of date, write to hello@outfitmaker.ai and we will correct it. OutfitMaker details describe the app as it works today.
Try OutfitMaker on your own wardrobe
Photograph a few pieces you already own and get outfits made only from them, for the weather where you are. It runs in your browser, so there is nothing to install.
Start free, no card needed