Great song! I feel a little embarrassed, though, that a born-and-bred Episcopalian would know it, when I — a cradle Catholic — never heard of it! ;-)
"Long Live the Pope" is in the old St. Gregory Hymnal, which we purchased awhile back for our choir. It's a reprint of the 1940 edition. I leaf through it while waiting for Mass to start.