A baby step you can take if you want to leave Facebook is to disable (I forget if that's the exact term, it might be deactivate) your account. This removes your access to the site, and hides your profile - while leaving the Messenger half of your account untouched: messages, contacts, etc.
I've done it before for mental health reasons, and found it really refreshing.