I think most libertarians would espouse limited government, the rollback of the welfare state, strict construction of the Constitution
I guess that it is the question of morality that sticks in your craw, but I think many, perhaps most libertarians agree with that as well. The difference is that the first three on the list require a government to be small and stay out of our lives. The fourth, for some, asks for a government that forces certain behavior upon all. Big difference.