Anthony Municipal Lake is a reservoir located in Harper County, Kansas. It appears on the Anthony USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,334.13 feet (406.64 m) above sea level. The nearest populated place is Anthony, approximately 2.1 miles to the SSE.