Rockpile Mountain is a range located in McCurtain County, Oklahoma. It appears on the Stephens Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 764.44 feet (233.00 m) above sea level. The nearest populated place is Stephens Gap, approximately 1.7 miles to the WNW.