I hate to point out the obvious, but they were Christians, Puritans, Quakers and the like. Not "spiritualists". Not that Christian values aren't shared by other religions as well; but let's not take the current fad of "Oh, I'm not religious but I'm spiritual" and overlay it onto the early folks who founded our country.