Bagley Lake is a lake located in Bates County, Missouri. It appears on the Rich Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 741.36 feet (225.97 m) above sea level. The nearest populated place is Rich Hill, approximately 2.5 miles to the SW.