Alternatives

MLE Agent alternatives for AI agents.

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

Current skill

MLE Agent

🤖 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

85
Quality
89
Trust
1.6K
Stars
#1

Agent Lightning

Similarity 157Trust 94Excellent 100

The absolute trainer to light up AI agents.

17K starsApr 29, 2026 pushml-automationPythonMLOps
$ npx skills add microsoft/agent-lightning
#2

Plexe

Similarity 144Trust 90Excellent 96

✨ Build a machine learning model from a prompt

2.6K starsMar 6, 2026 pushml-automationPythonMLOps
$ npx skills add plexe-ai/plexe
#3

Pytorch Lightning

Similarity 136Trust 98Excellent 100

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

31K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add Lightning-AI/pytorch-lightning
#4

Cookiecutter Data Science

Similarity 134Trust 95Excellent 100

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

9.9K starsApr 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add drivendataorg/cookiecutter-data-science
#5

Bitsandbytes

Similarity 133Trust 94Excellent 100

Accessible large language models via k-bit quantization for PyTorch.

8.3K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add bitsandbytes-foundation/bitsandbytes
#6

Scikit Llm

Similarity 132Trust 93Excellent 100

Seamlessly integrate LLMs into scikit-learn.

3.5K starsJun 1, 2026 pushml-automationPythonMachine Learning
$ npx skills add BeastByteAI/scikit-llm
#7

BharatMLStack

Similarity 132Trust 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
#8

Mlops Stacks

Similarity 131Trust 88Excellent 86

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

686 starsJun 12, 2026 pushml-automationPythonMLOps
$ npx skills add databricks/mlops-stacks
#9

Hands On Train And Deploy Ml

Similarity 131Trust 73Promising 56

Train and Deploy an ML REST API to predict crypto prices, in 10 steps

885 starsMay 29, 2024 pushml-automationPythonMLOps
$ npx skills add Paulescu/hands-on-train-and-deploy-ml
#10

Skops

Similarity 130Trust 88Strong 84

skops is a Python library helping you share your scikit-learn based models and put them in production

516 starsJun 8, 2026 pushml-automationPythonMLOps
$ npx skills add skops-dev/skops
#11

Llama Cookbook

Similarity 129Trust 98Excellent 100

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

18K starsMay 19, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add meta-llama/llama-cookbook
#12

MLOpsPython

Similarity 129Trust 83Strong 72

MLOps using Azure ML Services and Azure DevOps

1.3K starsAug 5, 2023 pushml-automationPythonMLOps
$ npx skills add microsoft/MLOpsPython
#13

Budgetml

Similarity 128Trust 80Strong 72

Deploy a ML inference service on a budget in less than 10 lines of code.

1.3K starsFeb 12, 2024 pushml-automationPythonMLOps
$ npx skills add ebhy/budgetml
#14

RobustVideoMatting

Similarity 128Trust 84Strong 80

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

9.4K starsApr 2, 2024 pushml-automationPythonMachine Learning
$ npx skills add PeterL1n/RobustVideoMatting
#15

Onnx

Similarity 127Trust 95Excellent 100

Open standard for machine learning interoperability

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

Vision

Similarity 127Trust 96Excellent 100

Datasets, Transforms and Models specific to Computer Vision

18K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/vision

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 MLE Agent 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.