Josef Pagáč (5 December 1894 – 15 April 1981) was a Czech gymnast who competed for Czechoslovakia in the 1920 Summer Olympics. He was born in Valašské Meziříčí. In 1920 he was a member of the Czechoslovak gymnastic team which finished fourth in the team event.