Wordorigins.org

Opie, I. A. and P. Opie (1997). The Oxford dictionary of nursery rhymes. Oxford; New York, Oxford University Press.

Despite its name, not a true dictionary. It’s an excellent single volume source that traces the development of 449 children’s rhymes through the centuries.