Cave Cove is a bay located in St. Thomas County, United States Virgin Islands. It appears on the Charlotte Amalie OE N USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -3.28 feet (-1.00 m) above sea level. The nearest populated place is Neltjeberg, approximately 2.1 miles to the S.