Party!!!!

I've always found myself to be pretty moderate in my political beliefs.  I agree with some issues on both sides of the aisle.  At election time, I find myself choosing "the best man for the job", or the "lesser of two evils".  I have voted both Democrat and Republican.  But now I find out this interesting fact:

Our 4th president, James Madison was a "Democratic Republican".  Can that be a new party for the moderates?  Or a revival of an old one?