Whatever you do, please avoid calling the authorities on them. Its gonna do more harm than good.

Especially if they are a non-citizen, they could face deportation proceedings for having mental health issues.

Particularly in the US, but may also apply in other countries depending on how xenophobic the country is and how much of a bastard the cops are in the jurisdiction.