After habitually consuming coffee daily in large quantities for two decades, I had mental health incident, during which I drank twice the amount of coffee and it felt like water. After that incident I still drink previous amount of coffee, but feel much better, much more rested, on an upward trajectory and like I have finally managed to escape the swamp I dragged myself into over many years.

After reevaluating your comment and my experience I declare that coffee is not always a cause of mental health incidents, sometimes it might help people.