openvinotoolkit/model_server

Model Serving

A scalable inference server for models optimized with OpenVINO™

GitHub →Website →

6.5

GitHub Metrics

Stars

902

Forks

261

Open Issues

116

Watchers

Contributors

Weekly Commits

Language

C++

License

Apache-2.0

Last Commit

Jul 18, 2026

Created

Sep 26, 2018

Latest Release

v2026.2.1

Release Date

Jun 19, 2026

Synced: Jul 18, 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: 902. Contributors: 58. Score: 6.6/10

Community Healthw: 20%

5.7

Stars: 902. Contributors: 58. Watchers: 30. Forks: 262. Issue ratio: 12.9%. Score: 5.7/10

Maintenance Velocityw: 15%

7.7

Last commit: 0d ago. Weekly commits: 0. Latest release: v2026.2.1. Maturity bonus: 7.8y old. Score: 7.7/10

API Design & DXw: 20%

6.0

Stars/issues ratio: 8. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 902 stars. Score: 6/10

Production Readinessw: 15%

7.0

Battle-tested: 902 stars. Peer review: 58 contributors. Versioned: v2026.2.1. Licensed: Apache-2.0. Age: 7.8 years. Maintenance: last commit 0d ago. Score: 7/10

Ecosystem Integrationw: 10%

6.7

Fork interest: 262. Ecosystem: C++. Integration-friendly: Apache-2.0. Adoption: 902 stars. Has web presence. Score: 6.7/10