I recommend it also that you play 3 and 4. TMI has a ton of throwbacks to the past four games so playing will help catch some of the inside jokes it has. Plus it's MI, that should be enough of a reason to get the entire series.
I don't care, I said 40 hours. It's gonna be 40 hours. Player Be Damned!
-Ron Gilbert, MI2:SE Commentary