Despite their potential, the current consensus docking tools pose challenges, especially in the context of academic research ( Moreover, the majority depend on the scoring functions included in the docking tools, rather than leveraging the abundance of modern scoring functions available . Furthermore, many necessitate manual compilation of code libraries or require software to be sourced from a variety of commercial or academic sources.