A color printing system includes a color management server and one or more printing devices. The color management server manages color printing resources among the printing devices. A test chart is printed at a printing device and used to capture calibration measurement data. Calibration settings are defined for the calibration measurement data. A tone reproduction curve (TRC) is generated based on the calibration measurement data and the calibration settings. The TRC is stored with the TRC settings and calibration measurement data to be used at a printing device. ICC profiles are shared between printing devices following a match calibration operation between the printing devices. An ICC profile is transferred from one printing device to another. If the ICC profile is updated, then the updated ICC profile is transferred to the matched printing device.