Setting up merge mining on your own is complicated. Joining a merge mining pool is easy. You can see which pools have merge mining here:
https://bitcointalk.org/index.php?topic=104664.0

At the time of this writing, the merge mining pools include:
Bitclockers
BitGuildPPLNS
Bitminter
Bitparking
Ecki.net
Maxbtc