The 1927 Massachusetts Aggies football team represented Massachusetts Agricultural College in the 1927 college football season. The team was coached by Harold Gore and played its home games at Alumni Field in Amherst, Massachusetts. The 1927 season was Gore's last with the Aggies, as he finished his coaching career with a record of 33–32–5. It was also their most recent winless season. Massachusetts finished the season with a record of 0–7–1.