Kelley Bay is a swamp located in Carter County, Missouri. It appears on the Grandin SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 387.04 feet (117.97 m) above sea level. The nearest populated place is Barren (historical), approximately 4.8 miles to the W.