An arrangement of For all the Saints (Sine Nomine) for Clarinet Choir.

The hymn was sung to the melody Sarum, by Victorian composer Joseph Barnby, until the publication of the English Hymnal in 1906. This hymnal used a new setting by Ralph Vaughan Williams which he called Sine Nomine (literally, "without name") in reference to its use on the Feast of All Saints, November 1, or the first Sunday in November, All Saints Sunday in the Lutheran Church. It has been described as "one of the finest hymn tunes of [the 20th] century."

While most English hymn tunes of its era are written for singing in SATB four-part harmony, Sine Nomine is primarily unison (verses 1,2,3,7 and 8) with organ accompaniment; just three verses (4, 5 and 6) are set in sung harmony. The tune appears in this forms in most English hymnbooks (for example English Hymnal (641), New English Hymnal (197), Common Praise (232)) and American hymnals (for example, The Hymnal 1982 and the Lutheran Service Book (677).

Since the 1990s, some Presbyterian churches and groups affiliated with Reformed University Fellowship in the United States use a tune composed by Christopher Miner.

Sir Charles Villiers Stanford's tune Engleberg was also written to be partnered with this hymn, although in the wake of Sine nomine it never gained popularity and is now more commonly used with other hymns, including "When in our music God is glorified."