The reason there is no true full screen mode is because we want to present the art in its native resolution.
Displaying the app in full screen will make it appear blurry.
Currently, we are working full-time on our game Bubblegum Sunday and won't release another update for MMY anytime soon. But when we do, I will make sure to have another look at a potential full screen or 2x mode.