I haven't competed yet, but when I practice I wear long sleeve compression, MMA shorts, compression shorts (underneath) cup, mouthguard, knee sleeves and ankle sleeves. I used to wear the gloves too but have now been going just bare handed.
Ankle and knee sleeves woven from the hair of a virgin are swell too.