 Eight gymnasts represented Yugoslavia in 1924.It was the nation's debut in the sport.Leon Štukelj took the gold medal in the horizontal bar to become Yugoslavia's first Olympic medalist (and first champion) in any sport; he would go on to finish first overall and take the all-around gold medal.