McCoy Creek is a stream located in Anson County, North Carolina. It appears on the Rockingham USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 129.75 feet (39.55 m) above sea level. The nearest populated place is Walls Landing, approximately 1.3 miles to the NNE.