Holly Lake is a reservoir located in Clay County, Missouri. It appears on the Kearney SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 932.61 feet (284.26 m) above sea level. The nearest populated place is Liberty, approximately 1.5 miles to the ESE.