Libertarianism has far more in common with classical liberalism than classical conservatism. Modern Libertarian Party core positions have far more in common with the Democrat Party than with the Republican Party.
Don't confuse the Libertarian Party (big-L) with the ideology of libertarianism (small-l). I'm a member of the Republican Party, but a believer in libertarian philosophies.