My car does the same sometimes, especially on hot days it would make noises when you accelerate or brake suddenly, and when getting off driveways.
I'm gonna be replacing my shocks, springs, two front lower control arm bushings, tie rod ends on the front and control arm struts on the rear. I hope that this will bring my suspension back to life and give me a nice lowered look.