I was in a similar situation to you when MongoDB was a lot less mature. Postgres was my "go to" store and I was a very skeptical of the Mongo hype.

My view would be to use Mongo if it's just a small project. It's a good time to learn exactly how Mongo is different and get a first hand experience of what the trade-offs are.