Eli Cove is a bay located in Anne Arundel County, Maryland. It appears on the Curtis Bay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4.95 feet (1.51 m) above sea level. The nearest populated place is Green Haven, approximately 0.4 miles to the ESE.