To clean and prepare crappie fish for cooking, first remove the head and guts, then scale and fillet the fish. Crappie is a versatile fish that can be prepared in a variety of ways, such as fried, baked, or grilled. Popular recipes include crappie cakes, crappie tacos, and crappie sandwiches.