Riley Cove is a valley located in Clay County, North Carolina. It appears on the Rainbow Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,476.78 feet (1,059.72 m) above sea level. The nearest populated place is Rainbow Springs, approximately 2.7 miles to the NE.