Kemper Hollow is a valley located in Shannon County, Missouri. It appears on the Winona USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 916.77 feet (279.43 m) above sea level. The nearest populated place is Shawne, approximately 3.7 miles to the N.