Horse Pen Bay is a swamp located in Brunswick County, North Carolina. It appears on the Exum USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 91.86 feet (28.00 m) above sea level. The nearest populated place is Little Prong, approximately 1.4 miles to the NW.