Phelps Bay is a bay located in Hennepin County, Minnesota. It appears on the Mound USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 928.54 feet (283.02 m) above sea level. The nearest populated place is Island Park, approximately 0.7 miles to the NE.