Not sure if this one has been said, but my dad was obsessed with this one:
What did the boy mushroom say to the girl mushroom? ‘Come out with me, I’m a real fun guy!’
(Fun guy = fungi)
I didn’t get it for over ten years of hearing the joke. Then once it dawned on me…