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

186

Open Issues

Watchers

Contributors

Weekly Commits

Language

License

Apache-2.0

Last Commit

Oct 14, 2026

Created

Feb 2, 2024

Latest Release

v1.16.0

Release Date

Sep 29, 2026

Synced: Oct 17, 2026

Quality Scores

Documentation Qualityw: 20%

7.0

Has docs site (https://KitOps.org). Description: 139 chars. Stars signal: 1,430. Contributors: 49. Score: 7/10

Community Healthw: 20%

5.9

Stars: 1,430. Contributors: 49. Watchers: 16. Forks: 186. Issue ratio: 3.4%. Score: 5.9/10

Maintenance Velocityw: 15%

7.6

Last commit: 4d ago. Weekly commits: 0. Latest release: v1.16.0. Maturity bonus: 2.7y old. Score: 7.6/10

API Design & DXw: 20%

7.5

Stars/issues ratio: 29. Typed language: Go. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 1,430 stars. Score: 7.5/10

Production Readinessw: 15%

7.0

Battle-tested: 1,430 stars. Peer review: 49 contributors. Versioned: v1.16.0. Licensed: Apache-2.0. Age: 2.7 years. Maintenance: last commit 4d ago. Score: 7/10

Ecosystem Integrationw: 10%

7.3

Fork interest: 186. Major ecosystem: Go. Integration-friendly: Apache-2.0. Adoption: 1,430 stars. Has web presence. Score: 7.3/10