How to install and use SWI-Prolog in Jupyter Notebooks

Hi and hello to the Community,
for educational purposes I would like to use Jupyter Notebooks also for Prolog. I installed the Calysto Kernel but it seems to have a major issue. The SWI-prolog-Kernel repository just wants backports.tempfile to be installed, which searched for and installed. Not sure if this is the right one? But the Kernel does not appear in the list of Kernels and I don´t know how to fix ad to use this. Did anyone work with this already and can give me some directions how this works? Any help appreceated!
The SWI Repository: https://github.com/madmax2012/SWI-Prolog-Kernel