Rattle on Startup and Shutdown
 

I have a 08 Mini and this morning when I went to start the car a slight rattle and shake happened. It went away within a few seconds. Then it happened again when I turned the car off. The noise goes away and is not rpm dependent. But it does happen on both startup and shutdown of the engine. No codes are getting thrown. Happens towards the passenger side of the car. Any ideas?