You can only use Toyota branded motor oil. One guy used 5w-30 mobile 1 and Toyota sent a hit squad to his house and killed his entire family and then his rig caught fire.
I also have a clunk and I've had it for years. Greasing does reduce the noise but won't get rid of it. You should probably focus on those valves I hear tapping away.