Drake Cove is a valley located in Madison County, Alabama. It appears on the Huntsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 633.20 feet (193.00 m) above sea level. The nearest populated place is Jones Valley Estates, approximately 0.2 miles to the WNW.