I’ve done a quick update to Portable GIS version 3, based on some user feedback (keep it coming). The new version (3.1) now contains QGIS Server, fully configured, and also the GDAL 1.9 libraries for Portable Python.

Head over to here to download the latest version, and check out the documentation included in the install for instructions on using the latest features!