Assassin's Creed I was all right imo. It did have some serious flaws. II just happened to address almost all of them, and was, imo, a massive jump in quality.
Brotherhood and Revelations are excellent too.
For me, it's only a couple of small complaints keep that trilogy from being true 10/10s.