Steep Creek is a stream located in Frederick County, Maryland. It appears on the Catoctin Furnace USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,045.94 feet (318.80 m) above sea level. The nearest populated place is White Rocks, approximately 0.7 miles to the SE.