I'm experiencing the same here. I can create Certificate, Profiles, everything, but the plus button on identifiers is missing. Even accessing to identifiers/add directly is not working.
Also, I'm member on multiple organizations and it's the same for all of them.
Topic:
Developer Tools & Services
SubTopic:
Apple Developer Program