Meaning and information about Gervase, What does Gervase mean? Gervase means Servant spear. This name is derived from combining an Old Gcrman name meaning spear, and the Celtic word for servant. Famous bearer: martyr St Gervase who died in Milan. Find similar names like Gervase.