After upgrading to the Windows Search 4.0 Preview, I was quite happy about the new “index now” and “pause” functionality, finally provided by the preview. Brandon Paddock now came along with the missing tool to control the indexer.

Download, install and run. Works perfectly. No more locking down my system due to SearchIndexer.exe.