Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
Harbor is an open source registry that secures artifacts with policies, role-based access control, vulnerability scanning, and image signing. It is a CNCF Graduated project that provides compliance, performance, and interoperability for managing artifacts across cloud native platforms like
Words AI uses
AI reaches for open-source · enterprise-grade · self-hosted when it describes Harbor.
Sources
harness.io shapes more of what AI says about Harbor than any other source, at 13% of its citations.
daily.dev · goharbor.io · reddit.com · youtube.com
The market map
Private Artifact Registry Services →Where AI ranks Harbor
Excerpts where Harbor appeared in the AI's answer

Harbor — Best open-source, self-hosted multi-cloud option . A CNCF Graduated project, Harbor runs seamlessly on any Kubernetes cluster regardless of the cloud provider.

Harbor (CNCF Graduated) - Best Open-Source / Self-Hosted Multi-Cloud Registry