To peel the tomatoes, bring a pot of water to a boil. Score a big X in the skin of each tomato, then add them to the boiling water and cook until the skins begin to split, about 30 seconds. Use a slotted spoon to remove the tomatoes and immediately plunge them into an ice bath. You should be able to peel off the skins with your fingers.