Body Side Molding Tape

Where can I get the double-sided foam tape used to hold on the body side moldings?
I had a piece get removed (yanked) from my passenger front fender several months ago and would like to re-install it.
Thanks for any advice.

auto body/paint store
parts house
hardware store.

We bought those vent shades that attach to the door of our pickup above the window. It has stuck really good. We got the whole kit n kaboodle at auto parts store. I think it said on the package what brand tape it was.

3M Makes it, comes in a few different widths. any decent parts store will have it.
Such as Autozone