Inspired by the efforts of the Grzybowski group and Lee group, we have developed pKalculator; a quantum chemical (QM)-based workflow for the automatic computation of C-H pK a values. The computed C-H pK a values are then used to generate training data for an ML model using LightGBM. The QM-based workflow and the ML model are freely available under the MIT license.