Holy Joe ho·ly·joe uncommon noun 1. a chaplain in one of the military services Synonymsmilitary chaplainpadreHoly Joesky pilot Related words Broader terms chaplain WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.