Comment 27 for bug 463684

Thanks Mathias for the info. I'll look into becoming a contributor.

I found this how-to that solved my problem:
http://www.howtoforge.com/install-and-configure-openldap-on-ubuntu-karmic-koala

It has step-by-step instructions on how to create an "admin" user with a password.