Your character invented a special flying jetpack with a spacesuit. In this jetpack, there is a bit of energy charge that allows you to fly, but if you fly to the star, the jetpack slightly replenishes its energy, so you can fly higher and higher by collecting stars.
Source
playmariogames.com
Mario Jump Star screenshots
