Alternatives

Cml alternatives for AI agents.

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

Current skill

Cml

♾️ CML - Continuous Machine Learning | CI/CD for ML

77
Quality
79
Trust
4.2K
Stars
#1

Gitea

Similarity 127Trust 89Excellent 100

Git with a cup of tea! Painless self-hosted all-in-one software development service, including Git hosting, code review, team collaboration, package registry and CI/CD

56K starsJun 16, 2026 pushgithub-automationGoGitHub
$ npx skills add go-gitea/gitea
#2

Act

Similarity 127Trust 88Excellent 100

Run your GitHub Actions locally 🚀

71K starsJun 1, 2026 pushgithub-automationGoGitHub
$ npx skills add nektos/act
#3

Goreleaser

Similarity 117Trust 88Excellent 100

Release engineering, simplified

16K starsJun 13, 2026 pushgithub-automationGoGitHub
$ npx skills add goreleaser/goreleaser
#4

Ubicloud

Similarity 117Trust 88Excellent 100

Open source alternative to AWS. Elastic compute, block storage (non replicated), firewall and load balancer, managed Postgres, K8s, AI inference, and IAM services.

12K starsJun 16, 2026 pushgithub-automationRubyGitHub
$ npx skills add ubicloud/ubicloud
#5

Community

Similarity 116Trust 89Excellent 99

Public feedback discussions for: GitHub Mobile, GitHub Discussions, GitHub Codespaces, GitHub Sponsors, GitHub Issues and more!

8.4K starsJun 15, 2026 pushgithub-automationRubyGitHub
$ npx skills add community/community
#6

Actions Runner Controller

Similarity 116Trust 89Excellent 100

Kubernetes controller for GitHub Actions self-hosted runners

6.4K starsAug 3, 2026 pushgithub-automationGoGitHub
$ npx skills add actions/actions-runner-controller
#7

Harness

Similarity 109Trust 88Excellent 100

Harness Open Source is an end-to-end developer platform with Source Control Management, CI/CD Pipelines, Hosted Developer Environments, and Artifact Registries.

37K starsJun 15, 2026 pushdevopsGoCI/CD
$ npx skills add harness/harness
#8

Concourse

Similarity 106Trust 88Excellent 98

Concourse is a container-based automation system written in Go. It's mostly used for CI/CD.

7.8K starsJun 16, 2026 pushdevopsGoCI/CD
$ npx skills add concourse/concourse
#9

Argo Cd

Similarity 100Trust 88Excellent 100

Declarative Continuous Deployment for Kubernetes

23K starsJun 16, 2026 pushdevopsGoCI/CD
$ npx skills add argoproj/argo-cd
#10

Gitleaks

Similarity 100Trust 85Excellent 100

Find secrets with Gitleaks 🔑

28K starsJun 13, 2026 pushdevopsGoCI/CD
$ npx skills add gitleaks/gitleaks
#11

Werf

Similarity 97Trust 88Excellent 100

A solution for implementing efficient and consistent software delivery to Kubernetes facilitating best practices.

4.7K starsJul 24, 2026 pushdevopsGoCI/CD
$ npx skills add werf/werf
#12

Jenkins

Similarity 92Trust 88Excellent 100

Jenkins automation server

25K starsJun 20, 2026 pushdevopsJavaDevOps
$ npx skills add jenkinsci/jenkins
#13

Dagger

Similarity 92Trust 90Excellent 100

Automation engine to build, test and ship any codebase. Runs locally, in CI, or directly in the cloud

16K starsJun 16, 2026 pushdevopsGoCI/CD
$ npx skills add dagger/dagger
#14

Spug

Similarity 89Trust 90Excellent 100

开源运维平台:面向中小型企业设计的轻量级无Agent的自动化运维平台,整合了主机管理、主机批量执行、主机在线终端、文件在线上传下载、应用发布部署、在线任务计划、配置中心、监控、报警等一系列功能。

11K starsJun 12, 2026 pushdevopsJavaScriptDevOps
$ npx skills add openspug/spug
#15

Release It

Similarity 88Trust 84Excellent 99

🚀 Automate versioning and package publishing

9.0K starsMay 30, 2026 pushautomationJavaScriptAutomation
$ npx skills add release-it/release-it
#16

Promptfoo

Similarity 84Trust 89Excellent 100

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

22K starsJun 15, 2026 pushdataTypeScriptRAG
$ npx skills add promptfoo/promptfoo

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 Cml 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.