openvinotoolkit/model_server

Model Serving

A scalable inference server for models optimized with OpenVINO™

GitHub →Website →

6.5

GitHub Metrics

Stars

857

Forks

248

Open Issues

112

Watchers

Contributors

Weekly Commits

Language

C++

License

Apache-2.0

Last Commit

Apr 16, 2026

Created

Sep 26, 2018

Latest Release

v2026.1

Release Date

Apr 7, 2026

Synced: Apr 16, 2026

Quality Scores

Documentation Qualityw: 20%

6.5

Has docs site (https://docs.openvino.ai/2025/openvino-workflow/model-server/ovms_what_is_openvino_model_server.html). Description: 63 chars. Stars signal: 857. Contributors: 54. Score: 6.5/10

Community Healthw: 20%

5.6

Stars: 857. Contributors: 54. Watchers: 29. Forks: 248. Issue ratio: 13.1%. Score: 5.6/10

Maintenance Velocityw: 15%

7.7

Last commit: 0d ago. Weekly commits: 0. Latest release: v2026.1. Maturity bonus: 7.6y old. Score: 7.7/10

API Design & DXw: 20%

5.9

Stars/issues ratio: 8. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 857 stars. Score: 5.9/10

Production Readinessw: 15%

6.9

Battle-tested: 857 stars. Peer review: 54 contributors. Versioned: v2026.1. Licensed: Apache-2.0. Age: 7.6 years. Maintenance: last commit 0d ago. Score: 6.9/10

Ecosystem Integrationw: 10%

6.7

Fork interest: 248. Ecosystem: C++. Integration-friendly: Apache-2.0. Adoption: 857 stars. Has web presence. Score: 6.7/10