Is it possible that Entity Framework supports MongoDb database? Maybe somebody will write a EF MongoDb Provider?
Short answer - no, it's for sure possible, but not reasonable.
MongoDB is document database and not support any physical relations between collections. EF is a good fit for relational databases like SQL, MySQL, etc. MongoDB works faster with embedded documents. So it's just two different approaches.