The guy I brew with had done a few Kumquat beers (a saison and a kolsch) with Wal-Mart kumquats in the boil, and both turned out great! He used about 5 lbs, and got a nice citrus nose and subtle citrus taste at the end of the palate.
Good luck on yours!