Horseshoe Lake is a lake located in Vernon County, Missouri. It appears on the Papinville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 731.79 feet (223.05 m) above sea level. The nearest populated place is Papinville, approximately 2.0 miles to the NE.