Agnes Lake is a lake located in Polk County, Minnesota. It appears on the Olga USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,252.62 feet (381.80 m) above sea level. The nearest populated place is Trail, approximately 3.7 miles to the NE.