Hello @avishay_avraham, and welcome to the MongoDB Community forums! 
This is not normal. MongoDB will not automatically delete a database without command like db.runCommand( { dropDatabse: 1 } ) or db.dropDatabase() being run.
Can you explain the process where you see this happening?