Cloud Cove is a valley located in Madison County, Alabama. It appears on the Farley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 557.74 feet (170.00 m) above sea level. The nearest populated place is Incline, approximately 1.8 miles to the NNW.