Kelly Lake is a lake located in Cass County, Minnesota. It appears on the Graff USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,436.65 feet (437.89 m) above sea level. The nearest populated place is Graff, approximately 1.0 miles to the NNE.