Volume group disappeared, LVs still available

I think somehow udev stopped working so you do not have access to the low-level commands.

You can try:

pvs
vgs
lvs

commands to check your running lvm configuration.

You can try restarting udev (or rebooting the server as a last resort).

Just out of curiosity what does df -i says?