Is this one of those "circular logic" puzzles?
NO, the fact is that you cannot use the Scientific Method to prove that the Scientific Method is the only true source of knowledge. It is necessary to resort to other means to do so, which immediately defeats the premise that the Scientific Method is the only true source of knowledge. Your argument is self-defeating!