I worked a few months with Firebase (check out http://app.zentasktic.com), it's quite similar with Mongo but much faster. It's now integrated into the Google full stack of services (analytics, push notifications, admob, etc).
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I'm afraid its out of my scope (I don't use any Google services, willingly at least). I would prefer to stick to open-source, self-hostable solutions for data storage.
Perhaps RethinkDB could be a candidate here?
Got it :)