Mouse Creek is a stream located in Montgomery County, Mississippi. It appears on the Sweatman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 261.48 feet (79.70 m) above sea level. The nearest populated place is Lilac, approximately 1.0 miles to the NE.