My brother has passed away. He was a priest. Do his belongings automatically go to the Church?

No. Regardless of a person’s occupation, their estate goes to their legal heirs, subject to the presence of a will. In the absence of children and a surviving spouse, you, your siblings, and your parents inherit his belongings.