Rocky Branch is a stream located in Perry County, Missouri. It appears on the Friedheim USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 435.63 feet (132.78 m) above sea level. The nearest populated place is Biehle, approximately 1.9 miles to the W.