Clover Mill Creek is a stream located in Saratoga County, New York. It appears on the Middle Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 511.81 feet (156.00 m) above sea level. The nearest populated place is Rock City Falls, approximately 1.0 miles to the ESE.