What type of weather does an air mass usually bring

A cold air mass brings cold air, and a hot air mass brings hot air.

Depends on the air mass.

Arctic and polar air masses bring colder weather.
A tropical air mass brings warmer weather.

Any type of air mass can bring about gusty winds...a wind shift...clouds...and precipitation.