Missouri Key is a island located in Monroe County, Florida. It appears on the Sevenmile Bridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.04 feet (0.01 m) above sea level. The nearest populated place is Big Pine, approximately 7.0 miles to the W.