Alzugaray is a surname. Notable people with the surname include:

Carlos Alzugaray Treto (born 1943), Cuban diplomat and educator Carlos Martín Alzugaray Lavaggi, Cuban scouting pioneer Domingo Alzugaray (1932–2017), Argentine-born Brazilian actor and journalist Lisandro Alzugaray (born 1990), Argentine footballer