We'll create fresh WordPress site with WP Calais Archive Tagger installed. You have 20 minutes to test the plugin after that site we'll be deleted.
The Calais Archive Tagger plugin automatically goes through your archives and tags every post you’ve written. The plugin uses the Open Calais API to perform semantic analysis of your post text and suggest tags. If a post already contains a suggested tag, that tag isn’t added, but other new tags found are. It takes about 5 minutes to tag 200 posts.
This plugin requires PHP 5 and the cURL library (both of which are available on most web hosts).
Also see WP Calais Auto Tagger for suggesting tags as you write new posts.