[FAQ] How much memory do I need to use memcached with WordPress?

That also depends on if you will be using something like batcache for static page caching as well. In any case, I imagine for a small site, 32M will be fine. I think the default for memcached is to consume 64M unless otherwise specified, so just using the defaults should be more than sufficient.