Thank you very much for your answer, Chad. The issue is resolved. I am not 100% sure what it was, but it seems it was produced by some interdependencies between my design-template and WP 4.1 which affected the correct functioning of WP-Members.
I absolutely agree:
Uninstaller would be very helpful!
