#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
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Agentic Data Engineering Harness for building data pipelines, data products, data APIs, and data lakes autonomously
Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.
$ npx skills add debezium/debeziumFlink CDC is a streaming data integration tool
$ npx skills add apache/flink-cdcApache Airflow - A platform to programmatically author, schedule, and monitor workflows
$ npx skills add apache/airflowApache Beam is a unified programming model for Batch and Streaming data processing.
$ npx skills add apache/beamEmpowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.
$ npx skills add apache/shardingsphereOpen-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
$ npx skills add airbytehq/airbyte$ npx skills add apache/flinkMyBatis SQL mapper framework for Java
$ npx skills add mybatis/mybatis-3The official home of the Presto distributed SQL query engine for big data
$ npx skills add prestodb/prestoOpenRefine is a free, open source power tool for working with messy data and improving it
$ npx skills add OpenRefine/OpenRefineFancy stream processing made operationally mundane
$ npx skills add redpanda-data/connectFast. Easy. Done. Processing spreadsheets without worrying about large files causing OOM.
$ npx skills add apache/fesod$ npx skills add apache/hiveApache Calcite
$ npx skills add apache/calciteApache Spark - A unified analytics engine for large-scale data processing
$ npx skills add apache/sparkPython ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
$ npx skills add pathwaycom/pathwayHow to choose
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
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.