http://canciones.marco.iespana.es/
I think that they're songs from a Spanish TV programme for kids. When I read your post I remembered a couple of years ago my Spanish teacher played me the one that went "Mi mono Amedio y yo..." and had a look on the net for it. Not quite nursery rhymes but thought it was worth mentioning.