openvinotoolkit/model_server

Model Serving

A scalable inference server for models optimized with OpenVINO™

GitHub →Website →

6.5

GitHub Metrics

Stars

923

Forks

274

Open Issues

137

Watchers

Contributors

Weekly Commits

Language

C++

License

Apache-2.0

Last Commit

Sep 1, 2026

Created

Sep 26, 2018

Latest Release

v2026.3.1

Release Date

Aug 31, 2026

Synced: Sep 1, 2026

Quality Scores

Documentation Qualityw: 20%

6.6

Has docs site (https://docs.openvino.ai/2025/openvino-workflow/model-server/ovms_what_is_openvino_model_server.html). Description: 63 chars. Stars signal: 923. Contributors: 60. Score: 6.6/10

Community Healthw: 20%

5.7

Stars: 923. Contributors: 60. Watchers: 30. Forks: 274. Issue ratio: 14.8%. Score: 5.7/10

Maintenance Velocityw: 15%

7.7

Last commit: 0d ago. Weekly commits: 0. Latest release: v2026.3.1. Maturity bonus: 7.9y old. Score: 7.7/10

API Design & DXw: 20%

6.0

Stars/issues ratio: 7. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 923 stars. Score: 6/10

Production Readinessw: 15%

7.0

Battle-tested: 923 stars. Peer review: 60 contributors. Versioned: v2026.3.1. Licensed: Apache-2.0. Age: 7.9 years. Maintenance: last commit 0d ago. Score: 7/10

Ecosystem Integrationw: 10%

6.8

Fork interest: 274. Ecosystem: C++. Integration-friendly: Apache-2.0. Adoption: 923 stars. Has web presence. Score: 6.8/10