Gee Name Meaning. Irish and Scottish: reduced form of McGee, Anglicized form of Gaelic Mac Aodha 'son of Aodh' (see McCoy). English: this is a common name in northern England, of uncertain origin. The existence of a patronymic form Geeson points to a personal name, but this has not been satisfactorily identified.