Mastromarino is an Italian surname. Notable people with the surname include:

Alberto Mastromarino (1963–2025), Italian baritone Mariano Mastromarino (born 1982), Argentine athlete Michael Mastromarino (died 2013), American illegal body parts harvester Michele Mastromarino (1894–1986), Italian gymnast