KitOps

KitOps provides a standardized way to package AI components—including models, datasets, code, agent skills, and MCP servers—into versioned OCI artifacts. By leveraging existing container registry infrastructure, it enables teams to apply container-like rigor, cryptographic signing, and supply chain security to their AI stack. It is designed to eliminate vendor lock-in, support air-gapped environments, and ensure reproducibility across the entire machine learning lifecycle.