Save Type Surname (from given name) Usage English Other Forms FormsWoolsey Meaning & History From the medieval male personal name Wulsi (from Old English Wulfsige, literally "wolf-victory"). A famous bearer of the surname was English churchman and statesman Thomas Wolsey (Cardinal Wolsey), ?1475-1530.