Masucci is a surname. Notable people with the surname include:
Agostino Masucci (c. 1691-1758), Spanish painter
Gaetano Masucci (born 1984), Italian football player
Giulia Masucci Fava (1858-?), Italian painter
Jerry Masucci (1934-1997), American businessman
Matias Masucci, Italian-born American actor and film director
Oliver Masucci (born 1968), German actor