Hi and welcome to the forum
Here is the parts manual, if that would help any. It does not show any shims either.
http://www.briggsandstratton.com/mai...=MS9727_LO.pdf
If the starter is brand new I would take it back, if you can.
I assume you replace entire starter.
BG