Mud Lake is a reservoir located in Napa County, California. It appears on the Capell Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,271.52 feet (387.56 m) above sea level. The nearest populated place is Atlas, approximately 5.2 miles to the WNW.