Rocky Branch is a stream located in Moniteau County, Missouri. It appears on the Barnett USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 774.67 feet (236.12 m) above sea level. The nearest populated place is Excelsior, approximately 2.8 miles to the WSW.