Database

[{"_id":0,"books":["123","456",]},{"_id":1,"books":["123","456","999"]},{"_id":2,"books":["456","999"]},{"_id":3,"books":["123"]},{"_id":4,"books":[]},{"_id":5,"books":["456","999"]},{"_id":6,"books":["999"]},{"_id":7,"books":["321"]},{"_id":8,"books":["123","999"]},{"_id":9,"books":["923","956","989","999"]}]

Query

db.collection.aggregate([{"$unwind":"$books"},{"$group":{"_id":null,"allBooksSet":{"$addToSet":"$books"}}},{"$project":{"_id":0,"missing":{"$setDifference":[["123","456","789"],"$allBooksSet"]}}}])

Result