There is a Target about a mile down Harbor that has practically everything Disney. I do remember seeing autograph books, I have no idea the quality of them.
I saw autograph books for sale at every corner store and souvenir shop along harbour. Even hotel lobbies had them in their little gift shops. I don't know if the quality is great, but they're easy to find.