Alternatives

Mbp 2016 Linux alternatives for AI agents.

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

Current skill

Mbp 2016 Linux

State of Linux on the MacBook Pro 2016 & 2017

69
Quality
73
Trust
2.3K
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

Notebook

Similarity 126Trust 92Excellent 100

Jupyter Interactive Notebook

13K starsJun 19, 2026 pushdata-analysisJupyter NotebookNotebook
$ npx skills add jupyter/notebook
#3

Numpy 100

Similarity 126Trust 90Excellent 100

100 numpy exercises (with solutions)

14K starsApr 29, 2026 pushdata-analysisPythonNotebook
$ npx skills add rougier/numpy-100
#4

Fsnotes

Similarity 124Trust 90Excellent 100

Notes manager for macOS/iOS

7.4K starsJun 7, 2026 pushdata-analysisSwiftNotebook
$ npx skills add glushchenko/fsnotes
#5

D3

Similarity 119Trust 89Excellent 100

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

113K starsMay 28, 2026 pushdata-analysisShellData Visualization
$ npx skills add d3/d3
#6

Ipython

Similarity 118Trust 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
#7

Docker Stacks

Similarity 117Trust 90Excellent 100

Ready-to-run Docker images containing Jupyter applications

8.4K starsJun 20, 2026 pushdata-analysisPythonNotebook
$ npx skills add jupyter/docker-stacks
#8

Pandas

Similarity 114Trust 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 113Trust 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

Duckdb

Similarity 113Trust 90Excellent 100

DuckDB is an analytical in-process SQL database management system

39K starsJun 20, 2026 pushdata-analysisC++SQL
$ npx skills add duckdb/duckdb
#11

Cockroach

Similarity 113Trust 89Excellent 100

CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.

32K starsJun 16, 2026 pushdata-analysisGoSQL
$ npx skills add cockroachdb/cockroach
#12

Flink

Similarity 113Trust 90Excellent 100

Apache Flink

26K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/flink
#13

Knex

Similarity 113Trust 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
#14

Sqlmodel

Similarity 112Trust 92Excellent 100

SQL databases in Python, designed for simplicity, compatibility, and robustness.

18K starsJun 18, 2026 pushdata-analysisPythonSQL
$ npx skills add fastapi/sqlmodel
#15

Mybatis 3

Similarity 112Trust 90Excellent 100

MyBatis SQL mapper framework for Java

20K starsJun 19, 2026 pushdata-analysisJavaSQL
$ npx skills add mybatis/mybatis-3
#16

Turso

Similarity 112Trust 90Excellent 100

Turso is an in-process SQL database, compatible with SQLite.

20K starsJun 20, 2026 pushdata-analysisRustSQL
$ npx skills add tursodatabase/turso

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 Mbp 2016 Linux 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.