KitOps Compatible Tools

KitOps ModelKits integrate seamlessly with the tools your team already uses for model development, CI/CD, registry management, and production deployment.

Built on Open Container Initiative (OCI) standards, KitOps works anywhere containers do — across cloud, on-prem, or local environments.

⚡ KitOps is trusted by teams using GitLab, MLFlow, Weights & Biases, Jupyter, Hugging Face, Kubernetes, KServe, Red Hat OpenShift, and more!

The KitOps community has built some great integrations:

• Import directly from Hugging Face
• Example workflows for CI/CD platforms
• Outputting ModelKits directly from MLFlow
• Deploying to any Kubernetes distribution
• Working with ML in KServe

🗄️ KitOps Compliant OCI Registries (A-Z)

The most fully-featured model registry integration for ModelKits is the Jozu Hub, however, many users find it easiest to store their ModelKits in an existing enterprise container registry:

• Amazon Elastic Container Registry (ECR)
• Azure Container Registry
• Docker Hub
• GitHub Packages Container Registry
• GitLab Container Registry
• Google Artifact Registry
• Harbor
• IBM Cloud Container Registry
• JFrog Artifactory
• Jozu Hub
• Red Hat Quay.io
• Sonatype Nexus
• Zed Registry

🤖 KitOps Compatible MLOps Tools (A-Z)

KitOps works with nearly all ML pipeline tools, AI model deployment tools, and open source MLOps tools:

• Amazon SageMaker
• Azure ML
• Clear ML
• Comet ML
• Databricks
• DataRobot
• Domino
• DvC
• Google Vertex
• Google Kubernetes Service (GKS)
• Google Container Platform (GCP)
• Hugging Face
• Jupyter notebooks
• Kubeflow
• Marimo
• MLFlow
• ModelScan
• Neptune.ai
• NVIDIA Triton and Run.ai
• OctoML
• Prefect
• Ray
• Red Hat InstructLab
• Red Hat OpenShift AI
• Seldon
• Tensorflow Hub
• Weights & Biases
• ZenML

🏭 KitOps Compatible Serving Platforms (A-Z)

KitOps works perfectly with any serving platform that accepts containers:

• Amazon Elastic Kubernetes Service (EKS)
• Amazon Elastic Compute Cloud (EC2)
• Amazon Fargate
• Amazon Lambda
• Azure Kubernetes Service (AKS)
• Azure Cloud
• IBM Cloud
• Kubernetes
• Kserve
• Red Hat OpenShift
• VMware

🛠️ KitOps Compatible Pipeline & Storage Tools (A-Z)

Thanks to its OCI-compatibility, KitOps works nearly any tool:

• Amazon S3
• Argo CD
• BitBucket Pipelines
• Circle CI
• Dagger
• Flux CI/CD
• Git
• Git LFS
• GitHub Actions
• GitLab Pipelines
• Jenkins CI/CD
• Kubeflow
• Spinnaker
• Tekton
• Travis CI

🤩 Community Feedback

If you've used KitOps with a product or project we've missed, please open an issue in our GitHub repository.

For help please join our Discord community.