Leatherwood Creek is a stream located in Clay County, West Virginia. It appears on the Clay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 675.13 feet (205.78 m) above sea level. The nearest populated place is Upper Leatherwood, approximately 0.0 miles to the ENE.