Adding capability to access Membership on Justin Tadlock's Members plugin

I have a number of people accessing the back of the site and I am trying to limit what they can access. I have installed Justin Tadlock's members plugin, but capabilities for WPMU membership don't appear. I am happy to add capabilities but don't know what to add. Can any one help or offer another suggestion?