I had this rattle on acceleration on my manuals golf gti. Dealer fixed it under warranty. Never asked what the problem was but was advised it was common in the golf mk6's. Ask your dealer, I'm sure they know what's causing it.
As for the shuddering upon acceleration, it could one of your coils are dying. Have it checked and replaced before it gets inevitably worst.