If you look for a MongoDB-as-a-service and want to try Azure Cosmos DB, be careful, because not all mongo’s functions are supported. For example, there is a problem with aggregation and group by. I didn’t found the list about what else can be different.

Other solid solutions are MongoDB Atlas, it supports Azure from this summer, and mLab.