#1
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
46K starsJun 19, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflowAlternatives
Extractor alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Extractor
Use LLMs to robustly extract web data
82
Quality
82
Trust
318
Stars
#2
Modern SeaTunnel Web UI with visual DAG pipelines, batch & streaming sync, connector management, built-in metrics, and runtime logs.
505 starsJun 14, 2026 pushdata-analysisTypeScriptData Pipeline
$ npx skills add weifuwan/seatunnel-web#3
Flink CDC is a streaming data integration tool
6.4K starsJun 3, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdc#4
Conduit streams data between data stores. Kafka Connect replacement. No JVM required.
600 starsJun 13, 2026 pushdata-analysisGoData Pipeline
$ npx skills add ConduitIO/conduit#5
🌊 Continuously synchronize the systems where your data lives, to the systems where you _want_ it to live, by managing your data flows with Estuary. 🌊
936 starsJun 12, 2026 pushdata-analysisRustData Pipeline
$ npx skills add estuary/flow#6
Privacy and Security focused Segment-alternative, in Golang and React
4.4K starsJun 12, 2026 pushdata-analysisGoData Pipeline
$ npx skills add rudderlabs/rudder-server#7
🔥🔥🔥 Open source Reverse ETL - alternative to hightouch and census.
1.7K starsJun 10, 2026 pushdata-analysisRubyData Pipeline
$ npx skills add Multiwoven/multiwoven#8
Drop-in replacement for Apache Spark UI
466 starsJun 2, 2026 pushdata-analysisTypeScriptData Pipeline
$ npx skills add dataflint/spark#9
A lightweight stream processing library for Go
2.2K starsJan 14, 2026 pushdata-analysisGoData Pipeline
$ npx skills add reugn/go-streams#10
Memphis.dev is a highly scalable and effortless data streaming platform
3.4K starsMar 2, 2026 pushdata-analysisGoData Pipeline
$ npx skills add superstreamlabs/memphis#11
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.
344 starsJan 19, 2026 pushdata-analysisJupyter NotebookData Pipeline
$ npx skills add DataWithBaraa/databricks_bootcamp_2026#12
Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.
21K starsJun 18, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/shardingsphere#13
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/debezium#14
The leader in Customer Data Infrastructure
7.0K starsJun 17, 2026 pushdata-analysisScalaData Pipeline
$ npx skills add snowplow/snowplow#15
A list of useful resources to learn Data Engineering from scratch
4.0K starsJun 19, 2024 pushdata-analysisData PipelineClaude Code
$ npx skills add adilkhash/Data-Engineering-HowTo#16
Example end to end data engineering project.
1.4K starsDec 8, 2022 pushdata-analysisPythonData Pipeline
$ npx skills add damklis/DataEngineeringProjectHow 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 Extractor 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.