In 1922, the Murray State Normal School was chartered as a state-supported teacher training institution, because the Western Kentucky State Normal School and Eastern Kentucky State Normal School could no longer produce a sufficient number of teachers to support the growing demand in the state.
The football rivalry with Western Kentucky began with a Hilltopper victory on October 24, 1931.