We optimize our own or externally developed hydrological models for flood forecasting (HydPy, NASIM, etc.). For operational use in flood warning centers, we implement the models with Delft-FEWS and our open source development KalypsoForecast. By doing so, we sup-port interfaces to hydrological databases and various services of the German Weather Service.