The shorthanded Jayhawks were able to put together a solid first half and trailed 45-42 after 20 minutes.
Vern Nash III led MCC with 24 points. Jadakiss Lewis tossed in 17 points while Jarvin Graham chipped in 13 points. Zalio Harris contributed 10 points.
The Jayhawks (5-5) will host Southwestern Michigan College on Wednesday at 7:30 p.m.