A club room is a clubroom!
This is a jukugo word that uses the on'yomi readings of the kanji. You should be able to read this on your own.
As for that manga, we have the whole series in the clubroom.
For some reason, there is a cat with a fish in its mouth in the clubroom.
I forgot something in the clubroom.