Unpeeled tomatoes are tomatoes that still contain their peel. Tomatoes, like potatoes, capsicums and eggplants belong to the nightshade family and are one of the world's most widely used vegetable crops - though technically the tomato is a fruit. Tomatoes are a good source of Vitamin C, beta-carotene, folate and potassium.