Cucumber Creek is a stream located in Stanly County, North Carolina. It appears on the Stanfield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 418.76 feet (127.64 m) above sea level. The nearest populated place is Big Lick, approximately 2.8 miles to the NE.