Protein-based catalysts, such as enzymes, work by lowering the activation energy of a reaction. They achieve this through various mechanisms, including substrate binding, transition state stabilization, and providing an optimal environment for the reaction. The active site of the protein is typically where the catalytic activity occurs, and the structure of the protein plays a crucial role in its function.