#1
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlitAlternatives
Klib alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Klib
Easy to use Python library of customized functions for cleaning and analyzing data.
78
Quality
87
Trust
521
Stars
#2
Machine learning with dataframes
1.6K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add skrub-data/skrub#3
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners#4
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#5
🕸️ Web apps in pure Python 🐍
29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex#6
🙌 Welcome open-source Python mini-project contributions!
4.3K starsAug 16, 2024 pushdata-analysisPythonData Analysis
$ npx skills add ndleah/python-mini-project#7
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#8
Visualize large time series data with plotly.py
1.2K starsDec 6, 2025 pushdata-analysisPythonData Analysis
$ npx skills add predict-idlab/plotly-resampler#9
Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.
640 starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add probabl-ai/skore#10
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
6.5K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer#11
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#12
WebApps in pure Python. No JavaScript, HTML and CSS needed
3.4K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add rio-labs/rio#13
🏆 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#14
matplotlib: plotting with Python
23K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add matplotlib/matplotlib#15
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
43K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio#16
Statistical data visualization in Python
14K starsJan 22, 2026 pushdata-analysisPythonData Visualization
$ npx skills add mwaskom/seabornHow 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 Klib 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.