Kelsay Spring is a spring located in Grant County, Oregon. It appears on the Kelsay Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,617.01 feet (1,712.06 m) above sea level. The nearest populated place is Range, approximately 12.7 miles to the W.