fairscape-cli is a python command line interface and client library for creating RO-Crate packages for FAIR Data Science. RO-Crates created with the fairscape-cli feature rich metadata with data provenance detailed with the Evidence Graph Ontology, and data dictionaries utilizing data schemas.