Isle Harbor is a bay located in Mille Lacs County, Minnesota. It appears on the Isle USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,251.99 feet (381.61 m) above sea level. The nearest populated place is Isle, approximately 0.7 miles to the SSE.