McCanless is a Scottish surname. Notable people with the surname include:
Hix McCanless (born 1868), American architect and civil engineer responsible for several historic buildings of Ennis, Ellis County, Texas Jim McCanless (born 1936), American football player Napoleon Bonaparte McCanless (1851–1920), American businessman, primarily in Salisbury and surrounding Rowan County, North Carolina