Reynolds Lake is a reservoir located in Johnson County, Missouri. It appears on the Warrensburg East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 745.67 feet (227.28 m) above sea level. The nearest populated place is Mount Olive, approximately 2.3 miles to the NNW.