#1
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
46K starsJun 20, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflowAlternatives
Setl alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Setl
A simple Spark-powered ETL framework that just works 🍺
62
Quality
75
Trust
185
Stars
#2
Fancy stream processing made operationally mundane
8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect#3
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
21K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add airbytehq/airbyte#4
Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
13K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add trinodb/trino#5
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway#6
Apache Spark - A unified analytics engine for large-scale data processing
43K starsJun 20, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark#7
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
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#9
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
🕸️ Web apps in pure Python 🐍
29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex#11
ClickHouse® is a real-time analytics database management system
48K starsJun 21, 2026 pushdata-analysisC++SQL
$ npx skills add ClickHouse/ClickHouse#12
🏆 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#13
$ npx skills add apache/flink#14
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
20K starsMay 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add akfamily/akshare#15
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#16
The official home of the Presto distributed SQL query engine for big data
17K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add prestodb/prestoHow 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 Setl 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.