Paul-Marie Reynaud (April 12, 1854 – February 26, 1926) was a French Roman Catholic bishop and missionary in China. He was born in the department of Loire. He was a Vincentian. He was Vicar Apostolic of Chekiang (March 7, 1884 – May 10, 1910), Eastern Chekiang (May 10, 1910 – December 3, 1924) and Ningbo (December 3, 1924 – February 23, 1926).