Well-structured and publicly accessible databases represent core resources for modern data-rich research as they consolidate filed-specific knowledge and highlight both best practices and challenges faced by each discipline. Further impactful growth of nanomaterials databases requires concerted efforts between database stewards, researchers, funding agencies, and publishers.