To peel tomatoes, bring a medium pot of water to a boil. Meanwhile, score a small X in the bottom of each tomato with a paring knife. Add tomatoes to pot and cook, uncovered, for 1 minute. Using a slotted spoon, transfer tomatoes to a cutting board. When cool enough to handle, rub off skins.