Little Kelley Creek is a stream located in Menominee County, Michigan. It appears on the McAllister USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 643.17 feet (196.04 m) above sea level. The nearest populated place is Ingalls, approximately 1.3 miles to the NE.