Alternatives

Hopsworks alternatives for AI agents.

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

Current skill

Hopsworks

Hopsworks - Data-Intensive AI platform with a Feature Store

71
Quality
84
Trust
1.3K
Stars
#1

Feathr

Similarity 131Trust 82Strong 73

Feathr – A scalable, unified data and AI engineering platform for enterprise

1.9K starsApr 4, 2024 pushml-automationScalaMLOps
$ npx skills add feathr-ai/feathr
#2

OpenMLDB

Similarity 130Trust 93Excellent 100

OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.

1.7K starsJun 9, 2026 pushml-automationC++MLOps
$ npx skills add 4paradigm/OpenMLDB
#3

Made With ML

Similarity 128Trust 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
#4

Great Expectations

Similarity 126Trust 95Excellent 100

Always know what to expect from your data.

12K starsJun 13, 2026 pushml-automationPythonMLOps
$ npx skills add fivetran/great_expectations
#5

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
#6

Machine Learning Systems Design

Similarity 119Trust 84Strong 77

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

10K starsApr 15, 2023 pushml-automationHTMLMLOps
$ npx skills add chiphuyen/machine-learning-systems-design
#7

Featuretools

Similarity 119Trust 94Excellent 100

An open source python library for automated feature engineering

7.7K starsJun 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add alteryx/featuretools
#8

Feast

Similarity 119Trust 94Excellent 100

The Open Source Feature Store for AI/ML

7.1K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add feast-dev/feast
#9

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
#10

SynapseML

Similarity 119Trust 94Excellent 100

Simple and Distributed Machine Learning

5.2K starsJun 12, 2026 pushml-automationScalaMachine Learning
$ npx skills add microsoft/SynapseML
#11

Gluonts

Similarity 118Trust 92Excellent 100

Probabilistic time series modeling in Python

5.2K starsMay 8, 2026 pushml-automationPythonMachine Learning
$ npx skills add awslabs/gluonts
#12

SwanLab

Similarity 118Trust 94Excellent 100

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

4.0K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add SwanHubX/SwanLab
#13

Serverless Ml Course

Similarity 118Trust 80Promising 55

Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features

687 starsSep 24, 2024 pushml-automationJupyter NotebookMLOps
$ npx skills add featurestoreorg/serverless-ml-course
#14

Traceml

Similarity 116Trust 87Excellent 85

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

533 starsJun 10, 2026 pushml-automationPythonMLOps
$ npx skills add polyaxon/traceml
#15

Smile

Similarity 116Trust 91Excellent 100

Statistical Machine Intelligence & Learning Engine

6.4K starsJun 16, 2026 pushml-automationJavaMachine Learning
$ npx skills add haifengl/smile
#16

Data Science Ipython Notebooks

Similarity 116Trust 82Strong 81

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

29K starsMar 20, 2024 pushml-automationPythonMachine Learning
$ npx skills add donnemartin/data-science-ipython-notebooks

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 Hopsworks 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.