Rocky Branch is a stream located in Montgomery County, Texas. It appears on the Plum Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 58.04 feet (17.69 m) above sea level. The nearest populated place is Plum Grove, approximately 2.9 miles to the NNE.