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

98
Quality
88
Trust
1.7K
Stars
#1

Recommenders

Similarity 132Trust 88Excellent 100

Best Practices on Recommendation Systems

22K starsJun 14, 2026 pushdevopsPythonKubernetes
$ npx skills add recommenders-team/recommenders
#2

K8sgpt

Similarity 116Trust 87Excellent 98

Giving Kubernetes Superpowers to everyone

7.9K starsJun 18, 2026 pushdevopsGoKubernetes
$ npx skills add k8sgpt-ai/k8sgpt
#3

Authentik

Similarity 115Trust 85Excellent 99

The authentication glue you need.

22K starsJun 16, 2026 pushdevopsPythonKubernetes
$ npx skills add goauthentik/authentik
#4

Bunkerweb

Similarity 115Trust 87Excellent 100

🛡️ Open-source and cloud-native Web Application Firewall (WAF)

11K starsJun 16, 2026 pushdevopsPythonKubernetes
$ npx skills add bunkerity/bunkerweb
#5

Microk8s

Similarity 115Trust 89Excellent 99

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

9.3K starsJun 25, 2026 pushdevopsPythonKubernetes
$ npx skills add canonical/microk8s
#6

Docker Android

Similarity 114Trust 84Excellent 98

Android in docker solution with noVNC supported and video recording

15K starsJun 14, 2026 pushdevopsPythonKubernetes
$ npx skills add budtmo/docker-android
#7

Homelab

Similarity 114Trust 86Excellent 99

Fully automated homelab from empty disk to running services with a single command.

9.4K starsJun 6, 2026 pushdevopsPythonKubernetes
$ npx skills add khuedoan/homelab
#8

Devops Exercises

Similarity 114Trust 80Excellent 92

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
#9

Etcd

Similarity 111Trust 89Excellent 100

Distributed reliable key-value store for the most critical data of a distributed system

52K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add etcd-io/etcd
#10

Trivy

Similarity 111Trust 89Excellent 100

Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more

36K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add aquasecurity/trivy
#11

Seaweedfs

Similarity 111Trust 89Excellent 100

SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling.

33K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add seaweedfs/seaweedfs
#12

K3s

Similarity 111Trust 88Excellent 100

Lightweight Kubernetes

33K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add k3s-io/k3s
#13

Minikube

Similarity 111Trust 88Excellent 100

Run Kubernetes locally

32K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add kubernetes/minikube
#14

Harbor

Similarity 111Trust 89Excellent 100

An open source trusted cloud native registry project that stores, signs, and scans content.

29K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add goharbor/harbor
#15

Dapr

Similarity 111Trust 90Excellent 100

Dapr is a portable runtime for building distributed applications across cloud and edge, combining event-driven architecture with workflow orchestration.

26K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add dapr/dapr
#16

Colima

Similarity 111Trust 88Excellent 100

Container runtimes on macOS (and Linux) with minimal setup

30K starsJul 24, 2026 pushdevopsGoKubernetes
$ npx skills add abiosoft/colima

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.