Constable Lake is a reservoir located in Mercer County, Missouri. It appears on the Mill Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 877.35 feet (267.42 m) above sea level. The nearest populated place is Mill Grove, approximately 3.0 miles to the WNW.