J. Rice Mountjoy (died May 6, 1985 in Florence, Kentucky) was a high school athletics coach in Kentucky and was the head coach of the Murray State Teachers College men's basketball team during the 1941-42 season.A former track star at Centre College, Mountjoy began his coaching career in 1924 at Frankfort High School, where he coached the basketball team the quarterfinals of the state tournament.