Horseshoe Lake is a lake located in Platte County, Missouri. It appears on the Platte City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 749.18 feet (228.35 m) above sea level. The nearest populated place is Farley, approximately 1.5 miles to the NNW.