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 88Excellent 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 126Trust 88Excellent 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 89Excellent 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 125Trust 88Excellent 100

Jupyter Interactive Notebook

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

Better Sqlite3

Similarity 124Trust 87Excellent 100

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

7.4K starsJul 29, 2026 pushdata-analysisJavaScriptSQL
$ npx skills add WiseLibs/better-sqlite3
#6

Node Csv

Similarity 123Trust 85Excellent 100

Full featured CSV parser with simple api and tested against large datasets.

4.3K starsAug 5, 2026 pushdata-analysisJavaScriptCSV
$ npx skills add adaltas/node-csv
#7

Pandas

Similarity 121Trust 90Excellent 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
#8

Data Science For Beginners

Similarity 121Trust 88Excellent 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
#9

Spark

Similarity 121Trust 87Excellent 100

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

43K starsJun 20, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark
#10

Flink

Similarity 120Trust 87Excellent 100

Apache Flink

26K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/flink
#11

CyberChef

Similarity 119Trust 90Excellent 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
#12

Drawdb

Similarity 119Trust 87Excellent 100

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

37K starsJun 20, 2026 pushdata-analysisJavaScriptSQL
$ npx skills add drawdb-io/drawdb
#13

Apexcharts.Js

Similarity 116Trust 85Excellent 98

📊 Interactive JavaScript Charts built on SVG

15K starsJun 11, 2026 pushdata-analysisJavaScriptData Visualization
$ npx skills add apexcharts/apexcharts.js
#14

Docker Stacks

Similarity 116Trust 86Excellent 99

Ready-to-run Docker images containing Jupyter applications

8.4K starsJun 20, 2026 pushdata-analysisPythonNotebook
$ npx skills add jupyter/docker-stacks
#15

Scikit Learn

Similarity 113Trust 88Excellent 100

scikit-learn: machine learning in Python

66K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#16

Streamlit

Similarity 113Trust 88Excellent 100

Streamlit — A faster way to build and share data apps.

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

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.