Blue tits died in nesting box

First time with a nesting box, they hatched 5 eggs and were feeding the babies constantly. Last night could hear lots of chirping but today silence. Parents coming and just sitting on fence by nest, so had a little peep in and they are dead inside. Why, gutted. Do we remove the box and clean it out or leave it up for a day or so