That can indeed be an annoying issue. But you can go back to those stores whose password you don't remember and request they send it to the email address you provided for the creation of your account there.
Originally Posted by Breid
Yes you are correct, I have bought books for my Kobo from different ebook stores. I have only one problem with that......dammit, what password did I use with which store, grrr