The files are on the docs repository. They are in a zipfile called KMLfiles.zip, and are called GHCN.kml and GSOD.kml. You can read them into Google Earth either by just clicking on the filename in a file browser (GE pops up), or by using Open or Ctrl-O in GE. These files just read in the stations as a whole lot of placemarks and names- there's no tour provided.
Here's a snapshot of where you would start:

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