Tar Hill Cove is a bay located in Anne Arundel County, Maryland. It appears on the Round Bay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -0.72 feet (-0.22 m) above sea level. The nearest populated place is Magothy Beach, approximately 0.2 miles to the SSE.