Rainbow Cove is a bay located in Keweenaw County, Michigan. It appears on the Feldtmann Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 601.35 feet (183.29 m) above sea level. The nearest populated place is Windigo, approximately 5.5 miles to the NNE.