MongoDB CRUD operations with PyMongo simplify database interactions using Python dictionaries. Key methods include insert_one() for single document insertion, insert_many() for bulk inserts, and find_one() or find() for retrieving documents. Update operations utilize update_one() and update_many(), while delete_one() and delete_many() handle document removal efficiently.