Alternatives

State Of Open Source AI alternatives for AI agents.

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

Current skill

State Of Open Source AI

:closed_book: Clarity in the current fast-paced mess of Open Source innovation

67
Quality
80
Trust
1.6K
Stars
#1

Plexe

Similarity 130Trust 90Excellent 96

✨ Build a machine learning model from a prompt

2.6K starsMar 6, 2026 pushml-automationPythonMLOps
$ npx skills add plexe-ai/plexe
#2

MLE Agent

Similarity 127Trust 89Excellent 85

🤖 MLE-Agent: Your intelligent companion for seamless AI engineering and research. 🔍 Integrate with arxiv and paper with code to provide better code/research plans 🧰 OpenAI, Anthropic, Gemini, Ollama, etc supported. :fireworks: Code RAG

1.6K starsJul 27, 2025 pushml-automationPythonMLOps
$ npx skills add MLSysOps/MLE-agent
#3

BharatMLStack

Similarity 124Trust 84Strong 81

BharatMLStack is an open-source, end-to-end machine learning infrastructure stack built at Meesho to support real-time and batch ML workloads at Bharat scale

693 starsJun 15, 2026 pushml-automationGoMLOps
$ npx skills add Meesho/BharatMLStack
#4

Netron

Similarity 122Trust 95Excellent 100

Visualizer for neural network, deep learning and machine learning models

33K starsJun 14, 2026 pushml-automationJavaScriptMachine Learning
$ npx skills add lutzroeder/netron
#5

Onnx

Similarity 121Trust 95Excellent 100

Open standard for machine learning interoperability

21K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add onnx/onnx
#6

Kedro

Similarity 120Trust 98Excellent 100

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

11K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add kedro-org/kedro
#7

Label Studio

Similarity 120Trust 98Excellent 100

Label Studio is a multi-type data labeling and annotation tool with standardized output format

28K starsJun 16, 2026 pushml-automationTypeScriptMLOps
$ npx skills add HumanSignal/label-studio
#8

Sktime

Similarity 120Trust 94Excellent 100

A unified framework for machine learning with time series

9.8K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/sktime
#9

Made With ML

Similarity 120Trust 93Excellent 100

Learn how to develop, deploy and iterate on production-grade ML applications.

48K starsMar 4, 2026 pushml-automationJupyter NotebookMLOps
$ npx skills add GokuMohandas/Made-With-ML
#10

Aim

Similarity 119Trust 94Excellent 100

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

6.2K starsJun 14, 2026 pushml-automationPythonMachine Learning
$ npx skills add aimhubio/aim
#11

Agent Lightning

Similarity 119Trust 94Excellent 100

The absolute trainer to light up AI agents.

17K starsApr 29, 2026 pushml-automationPythonMLOps
$ npx skills add microsoft/agent-lightning
#12

SwarmUI

Similarity 118Trust 95Excellent 100

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.

4.2K starsJun 16, 2026 pushml-automationC#Machine Learning
$ npx skills add mcmonkeyprojects/SwarmUI
#13

Pytorch Forecasting

Similarity 118Trust 93Excellent 100

Time series forecasting with PyTorch

4.9K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/pytorch-forecasting
#14

Djl

Similarity 118Trust 93Excellent 100

An Engine-Agnostic Deep Learning Framework in Java

4.8K starsMay 20, 2026 pushml-automationJavaMachine Learning
$ npx skills add deepjavalibrary/djl
#15

Great Expectations

Similarity 118Trust 95Excellent 100

Always know what to expect from your data.

12K starsJun 13, 2026 pushml-automationPythonMLOps
$ npx skills add fivetran/great_expectations
#16

Sematic

Similarity 118Trust 77Promising 56

An open-source ML pipeline development platform

998 starsJan 9, 2025 pushml-automationPythonMLOps
$ npx skills add sematic-ai/sematic

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 State Of Open Source AI 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.