Little Lost Cove Creek is a stream located in Avery County, North Carolina. It appears on the Grandfather Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,986.97 feet (605.63 m) above sea level. The nearest populated place is Roseborough, approximately 1.3 miles to the NE.