Alternatives

Mlrun alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

100
Quality
96
Trust
1.7K
Stars
#1

Pipelines

Similarity 146Trust 93Excellent 100

Machine Learning Pipelines for Kubeflow

4.2K starsJun 16, 2026 pushdevopsPythonKubernetes
$ npx skills add kubeflow/pipelines
#2

Recommenders

Similarity 141Trust 95Excellent 100

Best Practices on Recommendation Systems

22K starsJun 14, 2026 pushdevopsPythonKubernetes
$ npx skills add recommenders-team/recommenders
#3

AI Infra Engineer Learning

Similarity 128Trust 96Excellent 100

AI Infrastructure Engineer Learning Track - Production ML infrastructure curriculum (2-4 years experience)

1.3K starsJun 1, 2026 pushdevopsPythonKubernetes
$ npx skills add ai-infra-curriculum/ai-infra-engineer-learning
#4

Metarank

Similarity 128Trust 89Excellent 87

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

2.4K starsSep 24, 2025 pushdevopsScalaKubernetes
$ npx skills add metarank/metarank
#5

Microk8s

Similarity 124Trust 97Excellent 100

MicroK8s is a small, fast, single-package Kubernetes for datacenters and the edge.

9.3K starsJun 11, 2026 pushdevopsPythonKubernetes
$ npx skills add canonical/microk8s
#6

Chaosblade

Similarity 123Trust 97Excellent 100

An easy to use and powerful chaos engineering experiment toolkit.(阿里巴巴开源的一款简单易用、功能强大的混沌实验注入工具)

6.4K starsJun 9, 2026 pushdevopsPythonKubernetes
$ npx skills add chaosblade-io/chaosblade
#7

Python

Similarity 123Trust 93Excellent 100

Official Python client library for kubernetes

7.6K starsJun 8, 2026 pushdevopsPythonKubernetes
$ npx skills add kubernetes-client/python
#8

Spark Operator

Similarity 122Trust 96Excellent 100

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

3.1K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add kubeflow/spark-operator
#9

Katib

Similarity 120Trust 93Excellent 100

Automated Machine Learning on Kubernetes

1.7K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add kubeflow/katib
#10

Kubetorch

Similarity 120Trust 96Excellent 100

Distribute and run AI workloads on Kubernetes magically in Python, like PyTorch for ML infra.

1.2K starsMay 29, 2026 pushdevopsPythonKubernetes
$ npx skills add run-house/kubetorch
#11

Paasta

Similarity 120Trust 92Excellent 100

An open, distributed platform as a service

1.7K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add Yelp/paasta
#12

Diffgram

Similarity 120Trust 91Excellent 99

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

1.9K starsJun 12, 2026 pushdevopsPythonKubernetes
$ npx skills add diffgram/diffgram
#13

Around Dataengineering

Similarity 120Trust 75Promising 66

A Data Engineering & Machine Learning Knowledge Hub

1.1K starsFeb 2, 2024 pushdevopsPythonDevOps
$ npx skills add abhishek-ch/around-dataengineering
#14

Zero To Jupyterhub K8s

Similarity 120Trust 89Excellent 99

Helm Chart & Documentation for deploying JupyterHub on Kubernetes

1.7K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add jupyterhub/zero-to-jupyterhub-k8s
#15

Jenkins Zero To Hero

Similarity 118Trust 86Strong 80

Install Jenkins, configure Docker as slave, set up cicd, deploy applications to k8s using Argo CD in GitOps way.

9.8K starsMar 12, 2025 pushdevopsPythonKubernetes
$ npx skills add iam-veeramalla/Jenkins-Zero-To-Hero
#16

Determined

Similarity 117Trust 85Strong 75

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

3.2K starsMar 20, 2025 pushdevopsGoKubernetes
$ npx skills add determined-ai/determined

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Mlrun if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.