Mud Bay is a bay located in Collier County, Florida. It appears on the Chokoloskee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -4.92 feet (-1.50 m) above sea level. The nearest populated place is Chokoloskee, approximately 2.3 miles to the W.