I can access the Web Store fine with my apps account. The apps account administrator needs to enable it in the Apps control panel. IIRC it's in "Organisation and Users" --> "Services".
The only thing not in there (that I've found) is Google+/Profiles.
The only thing not in there (that I've found) is Google+/Profiles.