Red Rock Bay is a bay located in Cook County, Minnesota. It appears on the Munker Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,431.76 feet (436.40 m) above sea level. The nearest populated place is Prairie Portage, approximately 24.2 miles to the WSW.