Mulenex Lake is a reservoir located in Bollinger County, Missouri. It appears on the McGee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 565.05 feet (172.23 m) above sea level. The nearest populated place is Gipsy, approximately 2.0 miles to the NNE.