PyGraft generates synthetic yet realistic schemas and knowledge graphs based on user-specified parameters. It builds resources using an extended set of RDFS and OWL constructs, ensuring logical consistency through HermiT DL reasoner. The tool is primarily used by researchers and practitioners who need synthetic data for domains where real data is sensitive or unavailable, serving as a benchmarking resource for AI and ML systems.