Leeper Branch is a stream located in Livingston County, Missouri. It appears on the Avalon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 655.69 feet (199.85 m) above sea level. The nearest populated place is Cleary, approximately 1.7 miles to the WNW.