Agency Bay is a bay located in Cass County, Minnesota. It appears on the Walker USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,294.32 feet (394.51 m) above sea level. The nearest populated place is Baker, approximately 0.7 miles to the NNE.