22 magnum rifle

I have several hand guns and shotguns but I only have (2) .22 LR's. I want to get a rifle that has a little more power and was thinking about a .22Mag semi-auto with a scope. I'm not sure even if they make something like this. I do have a large stock of .22 ammo and I don't want to get too...