Tar-Hunt does a modification to 870's that makes them a dedicated slug gun. They pin the barrel and do a few other things for around $500. Don't know if you want to spend that much, but the get all the accuracy possible out of the 870.

Today's premium 20 Ga slugs are every bit as good on deer as the best 12 Ga ammo.