Lyrics to THE KING OF LOVE MY SHEPHERD IS have been posted in the thread called: What makes a good hymn?

Sheet music can be found in many old hymnals and songbooks that are viewable with Google Books, for example, The Euterpean edited by John W. Tufts (New York: Silver, Burdett & Co., 1888), page 221.