Yes. Rush works right in your phone's browser, so there's nothing to download. Just head to rush.us and log in.
If you want quicker access, you can save Rush to your home screen. On iPhone, tap Share and then Add to Home Screen. On Android, open the browser menu and tap Add to Home screen.