Alternatives

Root alternatives for AI agents.

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

Current skill

Root

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

100
Quality
100
Trust
3.2K
Stars
#1

DataFrame

Similarity 123Trust 100Excellent 100

C++ DataFrame for statistical, financial, and ML analysis in modern C++

3.0K starsJun 6, 2026 pushdata-analysisC++Data Analysis
$ npx skills add hosseinmoein/DataFrame
#2

Scikit Learn

Similarity 121Trust 100Excellent 100

scikit-learn: machine learning in Python

66K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#3

Streamlit

Similarity 121Trust 100Excellent 100

Streamlit — A faster way to build and share data apps.

45K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#4

Gradio

Similarity 121Trust 100Excellent 100

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

43K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio
#5

Imbalanced Learn

Similarity 118Trust 100Excellent 100

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

7.1K starsJun 7, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn
#6

Plotnine

Similarity 117Trust 100Excellent 100

A Grammar of Graphics for Python

4.6K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine
#7

Rio

Similarity 117Trust 100Excellent 100

WebApps in pure Python. No JavaScript, HTML and CSS needed

3.4K starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add rio-labs/rio
#8

Cudf

Similarity 117Trust 100Excellent 100

cuDF - GPU DataFrame Library

9.7K starsJun 13, 2026 pushdata-analysisC++Data Analysis
$ npx skills add rapidsai/cudf
#9

TileDB

Similarity 114Trust 100Excellent 100

The Universal Storage Engine

2.1K starsJun 12, 2026 pushdata-analysisC++Data Analysis
$ npx skills add TileDB-Inc/TileDB
#10

Superset

Similarity 113Trust 100Excellent 100

Apache Superset is a Data Visualization and Data Exploration Platform

73K starsJun 12, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add apache/superset
#11

Pandas

Similarity 113Trust 100Excellent 100

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

49K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#12

Metabase

Similarity 113Trust 100Excellent 100

The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:

48K starsJun 12, 2026 pushdata-analysisClojureData Analysis
$ npx skills add metabase/metabase
#13

BettaFish

Similarity 113Trust 100Excellent 100

微舆:人人可用的多Agent舆情分析助手,打破信息茧房,还原舆情原貌,预测未来走向,辅助决策!从0实现,不依赖任何框架。

41K starsMay 24, 2026 pushdata-analysisPythonData Analysis
$ npx skills add 666ghj/BettaFish
#14

Data Science For Beginners

Similarity 113Trust 100Excellent 100

10 Weeks, 20 Lessons, Data Science for All!

36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners
#15

CyberChef

Similarity 113Trust 100Excellent 100

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

35K starsJun 12, 2026 pushdata-analysisJavaScriptData Analysis
$ npx skills add gchq/CyberChef
#16

Reflex

Similarity 112Trust 100Excellent 100

🕸️ Web apps in pure Python 🐍

28K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex

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 Root 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.