McRae Canyon is a valley located in Sierra County, New Mexico. It appears on the Elephant Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,350.39 feet (1,326.00 m) above sea level. The nearest populated place is Elephant Butte Estates, approximately 2.4 miles to the WSW.