Cow Key is a island located in Monroe County, Florida. It appears on the Boca Chica Key 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 Stock Island, approximately 0.5 miles to the NNE.