#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
Sqrl alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Sqrl
Agentic Data Engineering Harness for building data pipelines, data products, data APIs, and data lakes autonomously
81
Quality
80
Trust
215
Stars
#2
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
46K starsJun 20, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow#3
Apache Beam is a unified programming model for Batch and Streaming data processing.
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$ npx skills add apache/beam#4
Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.
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$ npx skills add apache/shardingsphere#5
The leader in Customer Data Infrastructure
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$ npx skills add snowplow/snowplow#6
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#7
$ npx skills add apache/flink#8
Fancy stream processing made operationally mundane
8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect#9
MyBatis SQL mapper framework for Java
20K starsJun 19, 2026 pushdata-analysisJavaSQL
$ npx skills add mybatis/mybatis-3#10
The official home of the Presto distributed SQL query engine for big data
17K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add prestodb/presto#11
OpenRefine is a free, open source power tool for working with messy data and improving it
12K starsJun 12, 2026 pushdata-analysisJavaData Analysis
$ npx skills add OpenRefine/OpenRefine#12
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway#13
Apache Spark - A unified analytics engine for large-scale data processing
43K starsJun 20, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark#14
The flexible backend for all your projects 🐰 Turn your DB into a headless CMS, admin panels, or apps with a custom UI, instant APIs, auth & more.
36K starsJun 16, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add directus/directus#15
REST API for any Postgres database
27K starsJun 20, 2026 pushdata-analysisHaskellSQL
$ npx skills add PostgREST/postgrest#16
TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具
15K starsJun 14, 2026 pushdata-analysisPythonCSV
$ npx skills add JoeanAmier/TikTokDownloaderHow 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 Sqrl 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.