Stumpy Creek is a stream located in Chowan County, North Carolina. It appears on the Mintonsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.00 feet (0.00 m) above sea level. The nearest populated place is Cannon Ferry, approximately 0.4 miles to the SSE.