Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Drop-in replacement for Apache Spark UI
End-to-end Data Lakehouse project built on Databricks, following the Medallion Architecture (Bronze, Silver, Gold). Covers real-world data engineering and analytics workflows using Spark, PySpark, SQL, Delta Lake, and Unity Catalog. Designed for learning, portfolio building, and job interviews.
$ npx skills add DataWithBaraa/databricks_bootcamp_2026Flink 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/airflow🔥🔥🔥 Open source Reverse ETL - alternative to hightouch and census.
$ npx skills add Multiwoven/multiwovenModern SeaTunnel Web UI with visual DAG pipelines, batch & streaming sync, connector management, built-in metrics, and runtime logs.
$ npx skills add weifuwan/seatunnel-webPython ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
$ npx skills add pathwaycom/pathwayA lightweight stream processing library for Go
$ npx skills add reugn/go-streamsUse LLMs to robustly extract web data
$ npx skills add lightfeed/extractorEmpowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.
$ npx skills add apache/shardingsphereChange data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.
$ npx skills add debezium/debeziumConduit streams data between data stores. Kafka Connect replacement. No JVM required.
$ npx skills add ConduitIO/conduitThe leader in Customer Data Infrastructure
$ npx skills add snowplow/snowplow🌊 Continuously synchronize the systems where your data lives, to the systems where you _want_ it to live, by managing your data flows with Estuary. 🌊
$ npx skills add estuary/flowPrivacy and Security focused Segment-alternative, in Golang and React
$ npx skills add rudderlabs/rudder-serverExample end to end data engineering project.
$ npx skills add damklis/DataEngineeringProjectingestr is a CLI tool to copy data between any databases with a single command seamlessly.
$ npx skills add bruin-data/ingestrHow 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 Spark 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.