Rat Rock Cove is a bay located in Marin County, California. It appears on the Petaluma Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2.07 feet (0.63 m) above sea level. The nearest populated place is McNears Beach, approximately 0.9 miles to the SE.