Databases are crucial in chemoinformatics for storing and retrieving chemical information. Specialized databases for catalysts contain data on catalytic reactions, materials properties, and experimental conditions. Tools like Catalysis-Hub and NIST provide researchers with valuable resources to compare and analyze different catalysts. Proper data curation and management ensure the reliability and accessibility of this information.