Actually, motherboards do not include integrated graphics, it's all in the CPU/APU. The mobo you linked would not provide graphics either.
AMD unfortunately does not have a high end APU released to consumers right now (there are some 4000 series, but only to OEMs I believe). However, for a HomeLab setup, you might find a cheap GPU to be useful for many things (including hardware video transcoding).
You should probably qualify that as current generation. There's plenty of last gen Intel and AMD solutions with onboard dedicated graphics.
I think the advent of GPU acceleration in servers and APUs for low end machines has impacted demand for these motherboards in current gen products.