McGugin died of heart failure in 1936, just two years after quitting the coaching profession and taking on the position of athletic director. At the time of his retirement, he had served longer at one institution than any other coach in America. He was inducted into the College Football Hall of Fame as part of its inaugural 1951 class. He was inducted into the Tennessee Sports Hall of Fame in 1966. He was inducted into the Iowa Sports Hall of Fame.