Scientists have found that a bubble forms in your joint fluid when you crack your knuckles.
Here you can see the subject get his finger pulled in an MRI, shown in slow-motion video.
This is another view, where you can see the cavity forming.
It's still a bit unclear whether it's bad for your joints or not.