#1
Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.
13K starsJun 12, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add debezium/debeziumAlternatives
ATOM alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
ATOM
Automated Tool for Optimized Modelling
48
Quality
72
Trust
164
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#2
The leader in Customer Data Infrastructure
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$ npx skills add snowplow/snowplow#3
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$ npx skills add apache/airflow#4
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$ npx skills add streamlit/streamlit#5
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$ npx skills add lukasmasuch/best-of-ml-python#6
Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.
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$ npx skills add apache/shardingsphere#7
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$ npx skills add scikit-learn-contrib/imbalanced-learn#8
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
Build and share delightful machine learning apps, all in Python. ๐ Star to support our work!
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$ npx skills add gradio-app/gradio#10
10 Weeks, 20 Lessons, Data Science for All!
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$ npx skills add microsoft/Data-Science-For-Beginners#11
๐ธ๏ธ Web apps in pure Python ๐
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$ npx skills add reflex-dev/reflex#12
scikit-learn: machine learning in Python
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$ npx skills add scikit-learn/scikit-learn#13
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
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$ npx skills add pathwaycom/pathway#14
AKShare is an elegant and simple financial data interface library for Python, built for human beings! ๅผๆบ่ดข็ปๆฐๆฎๆฅๅฃๅบ
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$ 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
Open-source data movement for ELT pipelines and AI agents โ 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/airbyteHow 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 ATOM 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.