Eggs in a hole are best served hot out of the oven on the day prepared. However, they can be stored in the refrigerator in a sealed container for up to 3 days. The eggs will no longer be drippy but can be reheated in the oven at 350 degrees F (176 C) for about 10 minutes or on the stove top for a couple minutes on each side, just enough to reheat.