https://github.com/mlflow-oidc/mlflow-oidc-auth

MLflow Tracking Server OIDC Auth plugin
https://github.com/mlflow-oidc/mlflow-oidc-auth

machine-learning mlflow mlflow-tracking-server oauth2 oidc permission-management sso

Last synced: 5 months ago
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MLflow Tracking Server OIDC Auth plugin

• Host: GitHub
• URL: https://github.com/mlflow-oidc/mlflow-oidc-auth
• Owner: mlflow-oidc
• License: apache-2.0
• Created: 2024-04-01T02:29:33.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2026-01-14T15:15:29.000Z (6 months ago)
• Last Synced: 2026-01-15T05:52:40.350Z (6 months ago)
• Topics: machine-learning, mlflow, mlflow-tracking-server, oauth2, oidc, permission-management, sso
• Language: Python
• Homepage: https://mlflow-oidc.github.io/mlflow-oidc-auth/
• Size: 1.79 MB
• Stars: 89
• Watchers: 9
• Forks: 36
• Open Issues: 34
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Citation: CITATION.cff
  • Security: SECURITY.md

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README

          
# mlflow-oidc-auth

[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)

[![PyPI Downloads](https://static.pepy.tech/badge/mlflow-oidc-auth/month)](https://pepy.tech/projects/mlflow-oidc-auth)

[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/mlflow-oidc/mlflow-oidc-auth)

MLflow auth plugin to use OpenID Connect (OIDC) as authentication and authorization provider.

This plugin allows you to use OIDC for user management in MLflow, enabling single sign-on (SSO) capabilities and centralized user management.

### Features

- OIDC-based authentication for MLflow UI and API

- User management through OIDC provider

- User-level access control

- Group-based access control

- Permissions management based on regular expressions (allows or denies access to specific MLflow resources based on regular expressions and assigns permissions to users or groups)

- Support for session, JWT, and basic authentication methods

- Compatible with mlflow-client (basic auth)

### Documentation

For detailed documentation, please refer to the [docs](https://mlflow-oidc.github.io/mlflow-oidc-auth/). AI generated documentation is available at [DeepWiki](https://deepwiki.com/mlflow-oidc/mlflow-oidc-auth).

## Quick Start

To get the full version (with entire MLflow and all dependencies), run:

```bash

python3 -m venv venv

source venv/bin/activate

python3 -m pip install mlflow-oidc-auth[full]

mlflow server --app-name oidc-auth --host 0.0.0.0 --port 8080

```

## Development

For development quick start, please refer to the [Development and Contribution](docs/development.md) section.

## License

Apache 2 Licensed. For more information, please see [LICENSE](https://github.com/mlflow-oidc/mlflow-oidc-auth?tab=Apache-2.0-1-ov-file).

### Based on MLflow basic-auth plugin

https://github.com/mlflow/mlflow/tree/master/mlflow/server/auth