Can I use Creator Collective as an app on my phone?

Yes. Open the site in your phone's browser and add it to your home screen:

• Android (Chrome): tap the menu (⋮), then Install app or Add to home screen.
• iPhone (Safari): tap Share, then Add to Home Screen.

It opens full-screen like an app and keeps you signed in.