Leonard Lake is a reservoir located in Harrison County, Missouri. It appears on the Mount Moriah USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 790.68 feet (241.00 m) above sea level. The nearest populated place is Mount Moriah, approximately 3.0 miles to the NNW.