Clara was born in Mantua on 1 July 1464, the eldest daughter of Federico I Gonzaga, Marquess of Mantua and Margaret of Bavaria (1 January 1442 – 14 October 1479). She had five siblings including Francesco II Gonzaga, Marquess of Mantua whose wife was the celebrated Isabella d'Este.
