Alternatives

Responsible AI Toolbox alternatives for AI agents.

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

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Current skill

Responsible AI Toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

Quality

Trust

1.8K

Stars

Dtale

Similarity 139Trust 94Excellent 100

Visualizer for pandas data structures

5.2K starsMay 29, 2026 pushdata-analysisTypeScriptData Analysis

$ npx skills add man-group/dtale

Data Science For Beginners

Similarity 136Trust 96Excellent 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

Streamlit

Similarity 136Trust 95Excellent 100

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

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis

$ npx skills add streamlit/streamlit

Reflex

Similarity 136Trust 95Excellent 100

🕸️ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis

$ npx skills add reflex-dev/reflex

Best Of Ml Python

Similarity 135Trust 95Excellent 100

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

24K starsJun 11, 2026 pushdata-analysisData AnalysisClaude Code

$ npx skills add lukasmasuch/best-of-ml-python

Data Juicer

Similarity 133Trust 94Excellent 100

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

6.5K starsJun 15, 2026 pushdata-analysisPythonData Analysis

$ npx skills add datajuicer/data-juicer

Pandas AI

Similarity 133Trust 87Excellent 94

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

24K starsOct 28, 2025 pushdata-analysisPythonData Analysis

$ npx skills add sinaptik-ai/pandas-ai

Matplotplusplus

Similarity 132Trust 91Excellent 100

Matplot++: A C++ Graphics Library for Data Visualization 📊🗾

4.9K starsApr 2, 2026 pushdata-analysisC++Data Analysis

$ npx skills add alandefreitas/matplotplusplus

Rio

Similarity 131Trust 92Excellent 100

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

3.4K starsJun 12, 2026 pushdata-analysisPythonData Analysis

$ npx skills add rio-labs/rio

#10

Deepnote

Similarity 131Trust 93Excellent 100

Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/

2.9K starsJun 13, 2026 pushdata-analysisTypeScriptData Visualization

$ npx skills add deepnote/deepnote

#11

Awesome Python Data Science

Similarity 131Trust 91Excellent 100

Probably the best curated list of data science software in Python.

3.5K starsApr 13, 2026 pushdata-analysisData AnalysisClaude Code

$ npx skills add krzjoa/awesome-python-data-science

#12

ChatLab

Similarity 131Trust 94Excellent 100

Local-first chat history analyzer with AI. | 本地优先的 AI 聊天记录分析工具

6.7K starsJun 14, 2026 pushdata-analysisTypeScriptData Analysis

$ npx skills add ChatLab/ChatLab

#13

Tablesaw

Similarity 131Trust 90Excellent 97

Java dataframe and visualization library

3.8K starsMar 2, 2026 pushdata-analysisJavaData Analysis

$ npx skills add jtablesaw/tablesaw

#14

Danfojs

Similarity 130Trust 94Excellent 100

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

5.1K starsApr 15, 2026 pushdata-analysisTypeScriptData Analysis

$ npx skills add javascriptdata/danfojs

#15

VTable

Similarity 130Trust 93Excellent 100

VTable is not just a high-performance multidimensional data analysis table, but also a grid artist that creates art between rows and columns.

3.6K starsJun 11, 2026 pushdata-analysisTypeScriptData Analysis

$ npx skills add VisActor/VTable

#16

Graphic Walker

Similarity 129Trust 92Excellent 100

An open source alternative to Tableau. Embeddable visual analytic

3.2K starsMay 19, 2026 pushdata-analysisTypeScriptData Analysis

$ npx skills add Kanaries/graphic-walker

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 Responsible AI Toolbox if it already passes your workflow test and repository review.

Next step

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Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.