Leeper Branch is a stream located in Callaway County, Missouri. It appears on the Kingdom City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 789.50 feet (240.64 m) above sea level. The nearest populated place is Concord, approximately 2.8 miles to the NNE.