Pymatgen is designed to work seamlessly with other software and databases. For example, it can interface with VASP for electronic structure calculations, ASE for atomic simulations, and the Materials Project for accessing a vast repository of materials data. This interoperability significantly enhances its utility in catalysis research, allowing for comprehensive studies from structure prediction to property evaluation.