Blue potatoes, also sometimes called purple potatoes, are brightly-hued but naturally occurring varieties of potatoes that have blue flesh and skin. They can be cooked and enjoyed like white, red and yellow potatoes. Some varieties of blue potatoes include Adirondak Blue, Magic Molly and All Blue. There are some varieties of blue potatoes that are blue or purple on the outside but have white flesh like Huckleberry Gold.