Armstrong Creek is a stream located in St. Louis County, Minnesota. It appears on the Shagawa Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,328.74 feet (405.00 m) above sea level. The nearest populated place is Burntside, approximately 0.9 miles to the WSW.