Is the wizard able to cast spells while in ghostly form, but the final boss is him being cut from his magic by being forced into his corpse?
That would likely be for the best. Common and uncommon magic weapons can be pretty great and flavorful, and a +2 or +3 weapon in 5e are very significant boosts.
You can also remove some of the weapons, on top of that.