Rocky Branch is a stream located in Harrison County, Missouri. It appears on the Bethany USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 857.88 feet (261.48 m) above sea level. The nearest populated place is Bethany, approximately 3.7 miles to the SE.