#1
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
46K starsJun 16, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflowAlternatives
Seatunnel Web alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Seatunnel Web
Modern SeaTunnel Web UI with visual DAG pipelines, batch & streaming sync, connector management, built-in metrics, and runtime logs.
84
Quality
87
Trust
505
Stars
#2
Flink CDC is a streaming data integration tool
6.4K starsJun 3, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdc#3
Conduit streams data between data stores. Kafka Connect replacement. No JVM required.
600 starsJun 13, 2026 pushdata-analysisGoData Pipeline
$ npx skills add ConduitIO/conduit#4
🌊 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#5
SeaTunnel is a distributed, high-performance data integration platform for the synchronization and transformation of massive data (offline & real-time).
844 starsJan 22, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/seatunnel-web#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
ingestr is a CLI tool to copy data between any databases with a single command seamlessly.
3.7K starsJun 13, 2026 pushdata-analysisGoData Pipeline
$ npx skills add bruin-data/ingestr#8
🔥🔥🔥 Open source Reverse ETL - alternative to hightouch and census.
1.7K starsJun 10, 2026 pushdata-analysisRubyData Pipeline
$ npx skills add Multiwoven/multiwoven#9
A lightweight stream processing library for Go
2.2K starsJan 14, 2026 pushdata-analysisGoData Pipeline
$ npx skills add reugn/go-streams#10
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#11
Memphis.dev is a highly scalable and effortless data streaming platform
3.4K starsMar 2, 2026 pushdata-analysisGoData Pipeline
$ npx skills add superstreamlabs/memphis#12
Use LLMs to robustly extract web data
318 starsJun 6, 2026 pushdata-analysisTypeScriptData Pipeline
$ npx skills add lightfeed/extractor#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
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
2.5K starsJun 14, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add apache/hamilton#15
The leader in Customer Data Infrastructure
7.0K starsJun 15, 2026 pushdata-analysisScalaData Pipeline
$ npx skills add snowplow/snowplow#16
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-HowToHow 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 Seatunnel Web 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.