Muslim Magomayev represented one of the most respected artistic dynasties in Azerbaijan. His grandfather Muslim Magomayev (1885–1937), a friend and contemporary of the prominent Azerbaijani composer Uzeyir Hajibeyov, was one of the founders of modern Azerbaijani classical music. Magomayev's father, Mahammad Magomayev, who died two days prior to the defeat of Nazi Germany in World War II while serving as a soldier in the Soviet Army, was a gifted scenic designer; and his mother, Aishet Kinzhalova, was an actress, who deserted him with his grandmother when he was less than a year old. Magomayev's father was of mixed origin whose parents moved to Azerbaijan from Chechnya and Georgia respectively, whereas his Adygea-born mother was paternally of Turkish origin and maternally of Adyghe and Russian descent. However, when asked about his ethnicity, Magomayev considered himself Azerbaijani.