Alternatives

Rath alternatives for AI agents.

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

Current skill

Rath

Next generation of automated data exploratory analysis and visualization platform.

98
Quality
92
Trust
4.7K
Stars
#1

ChatLab

Similarity 123Trust 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
#2

Dtale

Similarity 123Trust 94Excellent 100

Visualizer for pandas data structures

5.2K starsMay 29, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add man-group/dtale
#3

Danfojs

Similarity 122Trust 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
#4

VTable

Similarity 122Trust 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
#5

Graphic Walker

Similarity 121Trust 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
#6

ChartGPU

Similarity 121Trust 91Excellent 100

Beautiful, open source, WebGPU-based charting library

3.1K starsMay 1, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add ChartGPU/ChartGPU
#7

Pandas

Similarity 120Trust 98Excellent 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 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#8

CyberChef

Similarity 120Trust 98Excellent 100

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

35K starsJun 13, 2026 pushdata-analysisJavaScriptData Analysis
$ npx skills add gchq/CyberChef
#9

Scientific Agent Skills

Similarity 120Trust 98Excellent 100

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

28K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add K-Dense-AI/scientific-agent-skills
#10

Responsible AI Toolbox

Similarity 120Trust 93Excellent 98

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.

1.8K starsApr 29, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add microsoft/responsible-ai-toolbox
#11

Superset

Similarity 120Trust 96Excellent 100

Apache Superset is a Data Visualization and Data Exploration Platform

73K starsJun 14, 2026 pushdata-analysisTypeScriptBI
$ npx skills add apache/superset
#12

BettaFish

Similarity 120Trust 96Excellent 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
#13

Data Science For Beginners

Similarity 120Trust 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
#14

Streamlit

Similarity 120Trust 95Excellent 100

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

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#15

Reflex

Similarity 120Trust 95Excellent 100

🕸️ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#16

Akshare

Similarity 120Trust 98Excellent 100

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

20K starsMay 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add akfamily/akshare

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 Rath 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.