#1
🔥 人人可用的开源 BI 工具，数据可视化神器。An open-source BI tool alternative to Tableau.
24K starsJun 5, 2026 pushdata-analysisJavaData Analysis
$ npx skills add dataease/dataeaseAlternatives
OpenRefine alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
OpenRefine
OpenRefine is a free, open source power tool for working with messy data and improving it
100
Quality
100
Trust
12K
Stars
#2
Machine learning with dataframes
1.6K starsJun 8, 2026 pushdata-analysisPythonData Analysis
$ npx skills add skrub-data/skrub#3
DataGear数据可视化分析平台，自由制作任何您想要的数据看板
1.7K starsJun 6, 2026 pushdata-analysisJavaData Analysis
$ npx skills add datageartech/datagear#4
scikit-learn: machine learning in Python
66K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn#5
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 6, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas#6
Streamlit — A faster way to build and share data apps.
45K starsJun 6, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#7
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
43K starsJun 10, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio#8
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 3, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners#9
Roadmap to becoming an Artificial Intelligence Expert in 2022
31K starsSep 12, 2025 pushdata-analysisJavaScriptData Analysis
$ npx skills add AMAI-GmbH/AI-Expert-Roadmap#10
🕸️ Web apps in pure Python 🐍
28K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex#11
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#12
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
14K starsApr 22, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Data-Centric-AI-Community/fg-data-profiling#13
Statsmodels: statistical modeling and econometrics in Python
11K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add statsmodels/statsmodels#14
cuDF - GPU DataFrame Library
9.7K starsJun 6, 2026 pushdata-analysisC++Data Analysis
$ npx skills add rapidsai/cudf#15
Open Source Feature Flags, Experimentation, and Product Analytics
7.9K starsJun 6, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add growthbook/growthbook#16
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
7.1K starsApr 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learnHow 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 OpenRefine 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.