Cat Harbor is a bay located in Keweenaw County, Michigan. It appears on the Eagle Harbor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 599.67 feet (182.78 m) above sea level. The nearest populated place is Copper Falls, approximately 1.5 miles to the S.