Just got a reply from Yohan:
"OpenRiverboatMap is in favor as inland base map. Do you mind using your tile server for a start?"
"Sure! Be warned though that I'm planning a refactor as soon as I have a bit of time, but the tiles URLs will remain the same ;)"