#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
Doit alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Doit
CLI task management & automation tool
95
Quality
85
Trust
2.1K
Stars
#2
OLake - Fastest Databases, Kafka & S3 Replication to Apache Iceberg with Table optimization (Called OLake Fusion). ⚡ Efficient, quick and scalable data ingestion for real-time analytics. Supported sources : Postgres, MongoDB, MySQL, Oracle, MSSql, DB2, Kafka, S3.
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$ npx skills add datazip-inc/olake#3
Example end to end data engineering project.
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$ npx skills add damklis/DataEngineeringProject#4
a delightful machine learning tool that allows you to train, test, and use models without writing code
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$ npx skills add nidhaloff/igel#5
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#6
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
46K starsJun 19, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow#7
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#8
matplotlib: plotting with Python
23K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add matplotlib/matplotlib#9
Statistical data visualization in Python
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$ npx skills add mwaskom/seaborn#10
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#11
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
6.5K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer#12
Flink CDC is a streaming data integration tool
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$ npx skills add apache/flink-cdc#13
The leader in Customer Data Infrastructure
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$ npx skills add snowplow/snowplow#14
Python Data. Leaflet.js Maps.
7.4K starsJun 15, 2026 pushdata-analysisPythonData Visualization
$ npx skills add python-visualization/folium#15
q - Run SQL directly on delimited files and multi-file sqlite databases
10K starsFeb 6, 2026 pushdata-analysisPythonCSV
$ npx skills add harelba/q#16
Smarter data pipelines for audio.
869 starsJan 10, 2024 pushdata-analysisPythonData Pipeline
$ npx skills add spotify/klioHow 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 Doit 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.