Cudjoe Bay is a bay located in Monroe County, Florida. It appears on the Summerland 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 Cudjoe Key, approximately 1.2 miles to the NNW.