The Office has a lot of eccentric characters but what really cinches it for me are the 'normal' people who're just there to witness the day to day insanity (Oscar, Jim, Pam, Toby).
And Michael's inexplicable hatred for Toby never fails to crack me up. "Why are you the way that you are? I hate so much about the things that you choose to be."