Rocky Spring Branch is a stream located in Franklin County, Pennsylvania. It appears on the Chambersburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 554.39 feet (168.98 m) above sea level. The nearest populated place is Cheesetown, approximately 1.7 miles to the E.