Well, the link says supported by linux 2.4 or higher. You don't believe them?
Not sure about automounting and so on with these things. You might have to manually mount/unmount the device.
I have a multicard reader in my PC case. It reads CF but not SD for some reason. I can read SD with a simple SD to USB adapter tho'.