Blue Creek is a stream located in Granville County, North Carolina. It appears on the Stovall USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 357.61 feet (109.00 m) above sea level. The nearest populated place is Stovall, approximately 2.4 miles to the E.