While some medications may alleviate symptoms of COVID-19, there is no evidence that any medications can cure COVID-19. WHO does not recommend self medicating. There are several clinical trials underway aiming to prevent and treat COVID-19. 

References:

1. https://www.who.int/news-room/q-a-detail/q-a-coronaviruses