Mice are attracted to a variety of foods, but some of their favorites include: grains, seeds, nuts, candy, chocolate and peanut butter. If you have any of these food items in your home, it's important to keep them stored away in airtight containers. Mice can also be tempted by fruits and vegetables, so it's best to keep these items in the fridge.