The rare from these clouds is their formation, by descendent vertical currents.
While associated with thunderstorms, they are not necessarily an indicator of severe weather. Mammatus results from the sinking of moist air into dry air. It is in essence an upside down cloud.
If you are interested in clouds you should check the website of Cloud Appreciation Society.