Glover helped lead the
Western Kentucky Hilltoppers to the
1971 NCAA Final Four. In the
1971 NCAA tournament Western Kentucky advanced by defeating Jacksonville 74–72, in-state rival Kentucky 107–83 and Ohio State 81–78 to reach the Final Four. In the Final Four, the Hilltoppers lost to the
Villanova Wildcats 92–89 in double overtime. They then defeated Kansas 77–75 in the NCAA Third place game. Glover had 16 points, 17 rebounds and 3 assists against Jacksonville; 18 points, 17 rebounds and 8 assists in the win vs Kentucky; 11 points, 22 rebounds and 2 assists in the win over Ohio State. In the Final Four, Glover had 12 points and 20 rebounds in the loss to Villanova and 10 points 13 points and 3 assists in his career finale in the win vs Kansas. The 6.8" Glover averaged 8.4 points, 10.9 rebounds and 1.8 assists for the season. The 1971
Western Kentucky Hilltoppers was the first non-
HBU Kentucky collegiate basketball team to start five African-American players. Coach
John Oldham started Glover,
Jim McDaniels,
Jim Rose,
Jerry Dunn and Rex Bailey. McDaniels had recruited Glover and the others after signing at WKU. Oldham was pressured not to start all five together, but said "they are my best five players." For his career at Western Kentucky, Glover averaged 6.9 points, 8.6 rebounds and 1.2 assists in 80 games. ==Professional career==