My understanding, which is admittedly minimal, is that MongoDB provides some conveniences around partitioning and distributing your dataset that Postgres does not without additional work. Simply supporting JSON accommodates MongoDB's approach to schemas (not having them; er, pushing constraints to application code), but doesn't address the distribution concern.

How well does MongoDB support this need, and how hard is it to achieve equivalent results with Postgres? What are the drawbacks?