McRae Lake is a reservoir located in Lauderdale County, Mississippi. It appears on the Vimville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 412.11 feet (125.61 m) above sea level. The nearest populated place is Increase, approximately 2.0 miles to the WSW.