Blaine, MissouriBlaine is an unincorporated community in Vernon County, in the U.S. state of Missouri.HistoryBlaine was platted in 1884, and named after James G. Blaine, an American statesman and Republican politician. A post office called Blaine was established in 1884, and remained in operation until 1888.