We are using the latest versions of K2 with Joomla 2.5.11 with Joomla CoreSEF.
Instead of typing them for every item, is there a way to automatically generate metadata and tag for our K2 articles?

You can check this extension: AutoMeta for K2

But till now, it generates meta data only, no tags are generated automatically