Horse Cove is a valley located in Madison County, Alabama. It appears on the Moontown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 621.29 feet (189.37 m) above sea level. The nearest populated place is Berkley, approximately 1.2 miles to the WNW.