Blue Spring is a spring located in Randolph County, West Virginia. It appears on the Valley Head USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,900.26 feet (884.00 m) above sea level. The nearest populated place is Brady Gate, approximately 0.7 miles to the ENE.