Deep Cove is a bay located in Piscataquis County, Maine. It appears on the Norcross USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 489.11 feet (149.08 m) above sea level. The nearest populated place is Norcross, approximately 5.0 miles to the SSE.