Since it's been some time since I initially posted this, might as well shoot an update out for you all! The idea of getting chicken did not die, nor our want to have them as a family. My son got involved with Cub Scouts, thus I did too, so it took over more time, energy and money. But we're back on the chicken train!
I poured over ever sheet of paperwork I could find on our house. We had a version of the Title Insurance, which mentioned NOTHING about no poultry or fences. I've had two other neighbors come and ask me if we're still getting them, being in full support of the idea. One even said, "Just do it! Put the coop over towards my property line more if you want! I don'r care." So, we are! I just found a feed store not too far away that sells chicks and am now planning out the coop (bad timing with it being winter).
Thanks again for the support! I'll start a new thread once we get the lil girls.