as per the manufacturer's spec, it only supports the 755 and AM2 sockets. sorry to be the bearer of bad news. however, the coolermaster 212 evo supports the AM3+ socket and is a great cooler. It also has a nice low price tag to boot!
best of luck with the upgrades.