Now I'm not an expert on AMD CPUs and socket types, but usually the manufacturer's of aftermarket devices are pretty precise with what they can and can't support.
If you read the
Cooler Master page for your aftermarket cooler It mentions a range of socket types supported. Notably, AM2+ is not in the list. Since they list both AM3 and AM3+, I'd have to assume that's not an oversight.