Annaly Bay is a bay located in St. Croix County, United States Virgin Islands. It appears on the Baron Bluff USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -0.02 feet (-0.01 m) above sea level. The nearest populated place is Annaly, approximately 1.1 miles to the SSW.