Starr Spring is a spring located in Union County, New Mexico. It appears on the Alps Mesa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,929.31 feet (2,112.05 m) above sea level. The nearest populated place is Madison (historical), approximately 5.2 miles to the SE.