Little Rocky Creek is a stream located in Montgomery County, North Carolina. It appears on the Mount Gilead East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 203.96 feet (62.17 m) above sea level. The nearest populated place is Pekin, approximately 3.7 miles to the E.