He served as head coach at Iowa State University from 1995 to 2006. During that span, McCarney led the Cyclones to five bowl games, more than any other Iowa State coach in history. His 56 wins and 85 losses are both school records. At the time of his resignation in November 2006, he was the longest tenured head football coach in the Big 12 Conference.