You have three options to get Disney Dreamlight Valley clothing by universe: buy them from Scrooge, find them in clothing bags, or create them yourself. To create clothing, you need to collect materials and craft them on a crafting station.
Don't hesitate to save the ones you have to make them disappear from your list.