kitops-ml/kitops

Model Serving

An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.

GitHub →Website →

7.0

GitHub Metrics

Stars

1.4k

Forks

179

Open Issues

Watchers

Contributors

Weekly Commits

Language

License

Apache-2.0

Last Commit

Jul 14, 2026

Created

Feb 2, 2024

Latest Release

v1.15.0

Release Date

Jun 25, 2026

Synced: Jul 18, 2026

Quality Scores

Documentation Qualityw: 20%

7.0

Has docs site (https://KitOps.org). Description: 139 chars. Stars signal: 1,389. Contributors: 44. Score: 7/10

Community Healthw: 20%

5.9

Stars: 1,389. Contributors: 44. Watchers: 17. Forks: 179. Issue ratio: 3.8%. Score: 5.9/10

Maintenance Velocityw: 15%

7.6

Last commit: 4d ago. Weekly commits: 0. Latest release: v1.15.0. Maturity bonus: 2.5y old. Score: 7.6/10

API Design & DXw: 20%

7.5

Stars/issues ratio: 26. Typed language: Go. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 1,389 stars. Score: 7.5/10

Production Readinessw: 15%

6.9

Battle-tested: 1,389 stars. Peer review: 44 contributors. Versioned: v1.15.0. Licensed: Apache-2.0. Age: 2.5 years. Maintenance: last commit 4d ago. Score: 6.9/10

Ecosystem Integrationw: 10%

7.2

Fork interest: 179. Major ecosystem: Go. Integration-friendly: Apache-2.0. Adoption: 1,389 stars. Has web presence. Score: 7.2/10