Horseshoe Lake is a lake located in Johnson County, Missouri. It appears on the Concordia USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 666.59 feet (203.18 m) above sea level. The nearest populated place is Ernestville, approximately 2.9 miles to the NW.