Patrick Kelly (16 April 1779 – 8 October 1829) was an Irish prelate of the Roman Catholic Church. He served as the first bishop of the Diocese of Richmond in Virginia (1820–1822) and as bishop of the Diocese of Waterford and Lismore in Ireland (1822–1829).