Kelley Spring is a spring located in Grant County, New Mexico. It appears on the Steeple Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,233.20 feet (1,595.08 m) above sea level. The nearest populated place is Steeplerock (historical), approximately 1.0 miles to the NW.