The wood is releasing tannins into your water. To avoid this most people either soak the wood for a few weeks prior to adding it to the aquarium, or they boil it.
It's normal, safe for your fish assuming the wood is meant for aquarium use, and some people actually like the tea color to recreate a more accurate South American look.
If it bothers you, you can remove it and try the above methods.