Alternatives

Kafka Ml alternatives for AI agents.

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

Current skill

Kafka Ml

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

70
Quality
78
Trust
205
Stars
#1

Recommenders

Similarity 125Trust 92Excellent 100

Best Practices on Recommendation Systems

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

Kubeedge

Similarity 124Trust 90Excellent 100

Kubernetes Native Edge Computing Framework (project under CNCF)

7.5K starsJun 17, 2026 pushdevopsGoKubernetes
$ npx skills add kubeedge/kubeedge
#3

Devops Exercises

Similarity 124Trust 82Excellent 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
#4

Docker Android

Similarity 123Trust 87Excellent 100

Android in docker solution with noVNC supported and video recording

15K starsJun 14, 2026 pushdevopsPythonKubernetes
$ npx skills add budtmo/docker-android
#5

Microk8s

Similarity 123Trust 92Excellent 100

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

Bunkerweb

Similarity 123Trust 90Excellent 100

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

11K starsJun 16, 2026 pushdevopsPythonKubernetes
$ npx skills add bunkerity/bunkerweb
#7

Homelab

Similarity 123Trust 90Excellent 100

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

Trivy

Similarity 119Trust 92Excellent 100

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

36K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add aquasecurity/trivy
#9

Harbor

Similarity 119Trust 93Excellent 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
#10

Traefik

Similarity 119Trust 91Excellent 100

The Cloud Native Application Proxy

64K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add traefik/traefik
#11

Portainer

Similarity 119Trust 90Excellent 100

Making Docker and Kubernetes management easy.

38K starsJun 15, 2026 pushdevopsTypeScriptKubernetes
$ npx skills add portainer/portainer
#12

Podman

Similarity 119Trust 90Excellent 100

Podman: A tool for managing OCI containers and pods.

32K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add podman-container-tools/podman
#13

Colima

Similarity 119Trust 90Excellent 100

Container runtimes on macOS (and Linux) with minimal setup

29K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add abiosoft/colima
#14

Dokku

Similarity 119Trust 89Excellent 100

A docker-powered PaaS that helps you build and manage the lifecycle of applications

32K starsJun 15, 2026 pushdevopsShellKubernetes
$ npx skills add dokku/dokku
#15

Authelia

Similarity 119Trust 90Excellent 100

The Single Sign-On Multi-Factor portal for web apps, now OpenID Certified™

28K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add authelia/authelia
#16

Generator Jhipster

Similarity 119Trust 92Excellent 100

JHipster is a development platform to quickly generate, develop, & deploy modern web applications & microservice architectures.

22K starsJun 16, 2026 pushdevopsTypeScriptKubernetes
$ npx skills add jhipster/generator-jhipster

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 Kafka Ml 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.