Whether to cook meatloaf covered or uncovered depends on your preference. Cooking it uncovered usually results in a crustier exterior. Covering the meatloaf can help retain more moisture, resulting in a softer outer layer. Some recipes may suggest starting it covered and then uncovering for the last portion of cooking to achieve a balance of crust and moisture.