Mashed Potatoes and Gravy When eaten in small amounts, plain-cooked potatoes are not harmful to pets. However, the ingredients used to make mashed potatoes put cats at risk of gastroenteritis. Mashed potato recipes usually call for some form of dairy, such as milk, butter, or cheese.