Alternatives

Spark Notebook alternatives for AI agents.

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

Current skill

Spark Notebook

Interactive and Reactive Data Science using Scala and Spark.

75
Quality
80
Trust
3.1K
Stars
#1

Open Notebook

Similarity 127Trust 92Excellent 100

An Open Source implementation of Notebook LM with more flexibility and features

32K starsJun 18, 2026 pushdata-analysisTypeScriptNotebook
$ npx skills add lfnovo/open-notebook
#2

Knex

Similarity 127Trust 92Excellent 100

A query builder for PostgreSQL, MySQL, CockroachDB, SQL Server, SQLite3 and Oracle, designed to be flexible, portable, and fun to use.

20K starsJun 17, 2026 pushdata-analysisJavaScriptSQL
$ npx skills add knex/knex
#3

Ipython

Similarity 126Trust 93Excellent 100

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

17K starsJun 15, 2026 pushdata-analysisPythonNotebook
$ npx skills add ipython/ipython
#4

Notebook

Similarity 126Trust 92Excellent 100

Jupyter Interactive Notebook

13K starsJun 19, 2026 pushdata-analysisJupyter NotebookNotebook
$ npx skills add jupyter/notebook
#5

Numpy 100

Similarity 126Trust 90Excellent 100

100 numpy exercises (with solutions)

14K starsApr 29, 2026 pushdata-analysisPythonNotebook
$ npx skills add rougier/numpy-100
#6

Fsnotes

Similarity 124Trust 90Excellent 100

Notes manager for macOS/iOS

7.4K starsJun 7, 2026 pushdata-analysisSwiftNotebook
$ npx skills add glushchenko/fsnotes
#7

Better Sqlite3

Similarity 124Trust 89Excellent 100

The fastest and simplest library for SQLite3 in Node.js.

7.3K starsJun 15, 2026 pushdata-analysisJavaScriptSQL
$ npx skills add WiseLibs/better-sqlite3
#8

Pandas

Similarity 122Trust 94Excellent 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
#9

Data Science For Beginners

Similarity 121Trust 92Excellent 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
#10

Spark

Similarity 121Trust 90Excellent 100

Apache Spark - A unified analytics engine for large-scale data processing

43K starsJun 20, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark
#11

Flink

Similarity 121Trust 90Excellent 100

Apache Flink

26K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/flink
#12

CyberChef

Similarity 120Trust 93Excellent 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
#13

Drawdb

Similarity 119Trust 90Excellent 100

Free, simple, and intuitive online database diagram editor and SQL generator.

37K starsJun 20, 2026 pushdata-analysisJavaScriptSQL
$ npx skills add drawdb-io/drawdb
#14

Imbalanced Learn

Similarity 119Trust 92Excellent 100

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
#15

Folium

Similarity 118Trust 87Excellent 100

Python Data. Leaflet.js Maps.

7.4K starsJun 15, 2026 pushdata-analysisPythonData Visualization
$ npx skills add python-visualization/folium
#16

Apexcharts.Js

Similarity 117Trust 88Excellent 100

📊 Interactive JavaScript Charts built on SVG

15K starsJun 11, 2026 pushdata-analysisJavaScriptData Visualization
$ npx skills add apexcharts/apexcharts.js

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 Spark Notebook 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.