I usually park on Broad, and my Dad usually parks on Franklin.
If you get to the rock early enough you can get some really good spots, and sometimes you can even park right next to the rock (missed it by 1 car last sunday)
don't be scared about parking on the street, (not to sound pompous) but my Dad and I have pretty nice cars and have never had a problem.