The Boots are a peice of equipment that increase the player's jump height, unlocking new areas.
The Boots can be found deep within a cave full of mushrooms. On Tomba Island, there is an underwater switch that opens the door to the cave. Inside the cave, past a lot of platforming, is a working bubble machine. Riding the bubbles up will lead directly to the Boots.