Armstrong Creek is a stream located in Koochiching County, Minnesota. It appears on the Kelliher USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,325.46 feet (404.00 m) above sea level. The nearest populated place is Shooks, approximately 2.6 miles to the SW.