Harper Lake is a reservoir located in Cass County, Missouri. It appears on the Peculiar USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 976.14 feet (297.53 m) above sea level. The nearest populated place is Peculiar, approximately 0.8 miles to the ENE.