Is there a simple way to do this?
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At the moment there is no command in MongoDB that would do this. Please note the JIRA ticket with related feature request.
You could do something like:
Please note that with this, the two databases would need to share the same mongod for this to work.
Besides this, you can do a mongodump of a collection from one database and then mongorestore the collection to the other database.