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There are many goddesses in Greek myth, and many of them are mothers - but the main "mother goddess" is Hera who looked after women with child, Artemis looked after the baby itself.
There are many Greek goddesses who's name start with an "A." There's Athena, Aphrodite, Artemis, to name a few. I'm certain there are more out there, but those are the only ones I remember.