Alternatives

Katib alternatives for AI agents.

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

Current skill

Katib

Automated Machine Learning on Kubernetes

100
Quality
93
Trust
1.7K
Stars
#1

Trainer

Similarity 147Trust 93Excellent 100

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

2.1K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add kubeflow/trainer
#2

Recommenders

Similarity 133Trust 95Excellent 100

Best Practices on Recommendation Systems

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

Pipelines

Similarity 130Trust 93Excellent 100

Machine Learning Pipelines for Kubeflow

4.2K starsJun 16, 2026 pushdevopsPythonKubernetes
$ npx skills add kubeflow/pipelines
#4

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
#5

Llm D

Similarity 124Trust 93Excellent 100

Achieve state of the art inference performance with modern accelerators on Kubernetes

3.4K starsJun 16, 2026 pushdevopsShellKubernetes
$ npx skills add llm-d/llm-d
#6

Kubeai

Similarity 122Trust 96Excellent 100

AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.

1.2K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add kubeai-project/kubeai
#7

AI Gateway

Similarity 122Trust 92Excellent 100

Manages Unified Access to Generative AI Services built on Envoy Gateway

1.8K starsJun 14, 2026 pushdevopsGoKubernetes
$ npx skills add envoyproxy/ai-gateway
#8

Mlrun

Similarity 121Trust 96Excellent 100

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.

1.7K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add mlrun/mlrun
#9

AudioMuse AI

Similarity 121Trust 94Excellent 100

AudioMuse-AI uses sonic analysis to rediscover forgotten songs, uncover hidden connections in your music library, and generate intelligent playlists for Jellyfin, Navidrome, LMS, Lyrion, and Emby: no metadata or external services required.

1.9K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add NeptuneHub/AudioMuse-AI
#10

Metarank

Similarity 120Trust 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
#11

K8sgpt

Similarity 117Trust 94Excellent 100

Giving Kubernetes Superpowers to everyone

7.9K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add k8sgpt-ai/k8sgpt
#12

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
#13

Pulse

Similarity 117Trust 96Excellent 100

Real-time monitoring for Proxmox, Docker, and Kubernetes with AI-powered insights, smart alerts, and a beautiful unified dashboard

6.0K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add rcourtman/Pulse
#14

Authentik

Similarity 117Trust 91Excellent 100

The authentication glue you need.

22K starsJun 16, 2026 pushdevopsPythonKubernetes
$ npx skills add goauthentik/authentik
#15

Devops Exercises

Similarity 117Trust 87Excellent 100

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

83K starsDec 27, 2025 pushdevopsPythonKubernetes
$ npx skills add bregman-arie/devops-exercises
#16

Kubectl AI

Similarity 116Trust 90Excellent 100

AI powered Kubernetes Assistant

7.5K starsMay 8, 2026 pushdevopsGoKubernetes
$ npx skills add GoogleCloudPlatform/kubectl-ai

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 Katib 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.