Rocky Branch is a stream located in Mercer County, West Virginia. It appears on the Matoaka USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,106.30 feet (642.00 m) above sea level. The nearest populated place is Spanishburg, approximately 2.3 miles to the E.