openvinotoolkit/model_server

Model Serving

A scalable inference server for models optimized with OpenVINO™

GitHub →Website →

6.9

GitHub Metrics

Stars

948

Forks

281

Open Issues

152

Watchers

Contributors

Weekly Commits

Language

C++

License

Apache-2.0

Last Commit

Oct 16, 2026

Created

Sep 26, 2018

Latest Release

v2026.4.1

Release Date

Oct 6, 2026

Synced: Oct 17, 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: 948. Contributors: 64. Score: 6.6/10

Community Healthw: 20%

5.8

Stars: 948. Contributors: 64. Watchers: 29. Forks: 281. Issue ratio: 16.0%. Score: 5.8/10

Maintenance Velocityw: 15%

9.5

Last commit: 1d ago. Weekly commits: 14. Latest release: v2026.4.1. Maturity bonus: 8.1y old. Score: 9.5/10

API Design & DXw: 20%

6.0

Stars/issues ratio: 6. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 948 stars. Score: 6/10

Production Readinessw: 15%

7.1

Battle-tested: 948 stars. Peer review: 64 contributors. Versioned: v2026.4.1. Licensed: Apache-2.0. Age: 8.1 years. Maintenance: last commit 1d ago. Score: 7.1/10

Ecosystem Integrationw: 10%

6.8

Fork interest: 281. Ecosystem: C++. Integration-friendly: Apache-2.0. Adoption: 948 stars. Has web presence. Score: 6.8/10