#1
WebApps in pure Python. No JavaScript, HTML and CSS needed
3.4K starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add rio-labs/rioAlternatives
Reflex alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Reflex
๐ธ๏ธ Web apps in pure Python ๐
100
Quality
100
Trust
28K
Stars
#2
Streamlit โ A faster way to build and share data apps.
45K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#3
Build and share delightful machine learning apps, all in Python. ๐ Star to support our work!
43K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio#4
Data processing for and with foundation models! ๐ ๐ ๐ฝ โก๏ธ โก๏ธ๐ธ ๐น ๐ท
6.5K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer#5
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#6
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners#7
๐ 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#8
scikit-learn: machine learning in Python
66K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn#9
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#10
AKShare is an elegant and simple financial data interface library for Python, built for human beings! ๅผๆบ่ดข็ปๆฐๆฎๆฅๅฃๅบ
20K starsMay 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add akfamily/akshare#11
Visualizer for pandas data structures
5.2K starsMay 29, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add man-group/dtale#12
Curated list of Python resources for data science.
4.6K starsJun 5, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add r0f1/datascience#13
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#14
Statsmodels: statistical modeling and econometrics in Python
11K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add statsmodels/statsmodels#15
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#16
Make your own running home page
4.5K starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add yihong0618/running_pageHow 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 Reflex if it already passes your workflow test and repository review.
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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.