Panther Cove is a valley located in Siskiyou County, California. It appears on the Scott Bar USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,552.61 feet (778.04 m) above sea level. The nearest populated place is Mugginsville, approximately 6.9 miles to the SE.