Blue Mesa Spring is a spring located in Apache County, Arizona. It appears on the Round Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,539.33 feet (1,688.39 m) above sea level. The nearest populated place is Round Rock, approximately 4.1 miles to the W.