mlflow/mlflow

Prompt Engineering

The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.

GitHub →Website →

8.5

GitHub Metrics

Stars

25.4k

Forks

5.6k

Open Issues

2.0k

Watchers

318

Contributors

1.0k

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Apr 16, 2026

Created

Jun 5, 2018

Latest Release

v3.11.1

Release Date

Apr 8, 2026

Synced: Apr 16, 2026

Quality Scores

Documentation Qualityw: 20%

8.5

Has docs site (https://mlflow.org). Description: 200 chars. Stars signal: 25,399. Contributors: 1028. Score: 8.5/10

Community Healthw: 20%

8.7

Stars: 25,399. Contributors: 1028. Watchers: 318. Forks: 5,583. Issue ratio: 7.9%. Score: 8.7/10

Maintenance Velocityw: 15%

9.8

Last commit: 0d ago. Weekly commits: 67. Latest release: v3.11.1. Maturity bonus: 7.9y old. Score: 9.8/10

API Design & DXw: 20%

7.2

Stars/issues ratio: 13. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 25,399 stars. Score: 7.2/10

Production Readinessw: 15%

8.7

Battle-tested: 25,399 stars. Peer review: 1028 contributors. Versioned: v3.11.1. Licensed: Apache-2.0. Age: 7.9 years. Maintenance: last commit 0d ago. Score: 8.7/10

Ecosystem Integrationw: 10%

8.9

Fork interest: 5,583. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 25,399 stars. Has web presence. Score: 8.9/10