Depends on how cheap you are looking for, i'd suggest getting one which would work for more games than just Blockland.
If you are in the US, check sites like newegg.
If you are in the UK, try ebuyer or overclockers.
AMD cards tend to be lower in price but it honestly depends on what card you are going for.