Alternatives

Cookbook 2nd alternatives for AI agents.

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

Current skill

Cookbook 2nd

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

51
Quality
72
Trust
957
Stars
#1

Mercury

Similarity 146Trust 95Excellent 100

The fastest way to turn a Jupyter notebook into a beautiful, shareable web app β€” no callbacks, no frontend, no rewrite.

4.3K starsJun 12, 2026 pushdata-analysisPythonData Visualization
$ npx skills add mljar/mercury
#2

Cookbook 2nd Code

Similarity 143Trust 78Promising 55

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

741 starsJan 11, 2022 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add ipython-books/cookbook-2nd-code
#3

Dtale

Similarity 143Trust 94Excellent 100

Visualizer for pandas data structures

5.2K starsMay 29, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add man-group/dtale
#4

Deepnote

Similarity 139Trust 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
#5

Mito

Similarity 139Trust 91Excellent 100

Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet

2.6K starsJun 11, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add mito-ds/mito
#6

Sweetviz

Similarity 137Trust 93Excellent 100

Visualize and compare datasets, target values and associations, with one line of code.

3.1K starsApr 11, 2026 pushdata-analysisPythonData Visualization
$ npx skills add fbdesignpro/sweetviz
#7

Streamlit

Similarity 136Trust 95Excellent 100

Streamlit β€” A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#8

Reflex

Similarity 136Trust 95Excellent 100

πŸ•ΈοΈ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#9

Data Juicer

Similarity 133Trust 94Excellent 100

Data processing for and with foundation models! 🍎 πŸ‹ 🌽 ➑️ ➑️🍸 🍹 🍷

6.5K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer
#10

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
#11

Matplotlib

Similarity 133Trust 92Excellent 100

matplotlib: plotting with Python

23K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add matplotlib/matplotlib
#12

Seaborn

Similarity 132Trust 92Excellent 100

Statistical data visualization in Python

14K starsJan 22, 2026 pushdata-analysisPythonData Visualization
$ npx skills add mwaskom/seaborn
#13

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
#14

Daily Dose Of Data Science

Similarity 131Trust 81Promising 66

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

1.2K starsJun 9, 2025 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add ChawlaAvi/Daily-Dose-of-Data-Science
#15

PyPOTS

Similarity 131Trust 93Excellent 100

A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values

2.0K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add WenjieDu/PyPOTS
#16

Folium

Similarity 131Trust 91Excellent 100

Python Data. Leaflet.js Maps.

7.4K starsJun 15, 2026 pushdata-analysisPythonData Visualization
$ npx skills add python-visualization/folium

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 Cookbook 2nd 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.