-Maximum number of internal links on a page
Depending on how powerful your site is, I would suggest keeping it around the 100 links mark per inventory pages; at least initially. If you offer the ability to see more products at once that will keep all of your customers happy. However, the fewer links per page, the more power you send down to your product pages. If you start building links to these product pages, though, that could become irrelevant - depending on competition. If you still need to give extra boost to specific products, look for ways to link them internally from other pages.
-If Google frowns on really long category pages
From what I read, Google doesn't really consider the navigation pages to be very valuable content. However, I would only be concerned with that if you were trying to rank your search pages. So, I would focus on what your potential customers would want. If you feel like you need to rank for a specific phrase, generate a landing page that leads into that specific inventory search.
-Anything else
I would suggest testing multiple designs. It's easy for us to tell you what you should do, but it's better to hear it from your visitors. Also, don't spend a lot of effort trying to get a specific search to rank, instead create a landing page for that product category, which will then lead into your search. You will have a lot of unique content on there, and your customers expect to see a landing page.