McCauley Bay is a bay located in Charlevoix County, Michigan. It appears on the Beaver Island South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 570.87 feet (174.00 m) above sea level. The nearest populated place is Nomad, approximately 0.6 miles to the SW.