Well, Jimmy cracks corn and I don’t care. Or, I’m researching this from a corn angle because the song is stuck in my head.
One Google result for “crack corn” claims that cracked corn is for farm animals, so maybe Gracie is saying she likes the animal feed form of the grain. <insert laugh>
Cracked wheat, though, is basically bulgur, which I usually see in savory dishes, not sweet. Cracked oats seem (from Google results) to just be another type of grain to use for oatmeal.