There can be several causes for mechanical keyboard keys to stop working. Some possible reasons include debris or dirt obstructing the key's path, a faulty switch or keycap, or physical damage to the keyboard. Clean the affected key with compressed air or a cotton swab, replace the keycap if necessary, or consider replacing the entire keyboard if the issue persists.