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If I created 3 mongodb users: user1, user2, user3, as a mongodb admin with root privilege. Is there any way that I can check the login (as well as usage) history of these users?

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The MongoDB log files will record information information showing when a database user authenticates; the log messages will look like the following:

2017-06-28T11:38:50.866-0700 I ACCESS   [conn75] Successfully authenticated as principal mydbuser on mydb

A full usage history of each user would require auditing as JJussi mentioned.

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Yes (but..). You need to enable auditing, what is (sadly) enterprise feature.

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