Blue Eagle Lake is a lake located in Clay County, Minnesota. It appears on the Barnesville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,023.06 feet (311.83 m) above sea level. The nearest populated place is Barnesville, approximately 0.6 miles to the SW.