#1
Flink CDC is a streaming data integration tool
6.4K starsJun 3, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdcAlternatives
Flow alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Flow
🌊 Continuously synchronize the systems where your data lives, to the systems where you _want_ it to live, by managing your data flows with Estuary. 🌊
82
Quality
84
Trust
936
Stars
#2
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#3
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
46K starsJun 19, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow#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
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#6
OLake - Fastest Databases, Kafka & S3 Replication to Apache Iceberg with Table optimization (Called OLake Fusion). ⚡ Efficient, quick and scalable data ingestion for real-time analytics. Supported sources : Postgres, MongoDB, MySQL, Oracle, MSSql, DB2, Kafka, S3.
1.4K starsJun 13, 2026 pushdata-analysisGoData Pipeline
$ npx skills add datazip-inc/olake#7
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#8
The leader in Customer Data Infrastructure
7.0K starsJun 17, 2026 pushdata-analysisScalaData Pipeline
$ npx skills add snowplow/snowplow#9
Privacy and Security focused Segment-alternative, in Golang and React
4.4K starsJun 12, 2026 pushdata-analysisGoData Pipeline
$ npx skills add rudderlabs/rudder-server#10
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#11
🔥🔥🔥 Open source Reverse ETL - alternative to hightouch and census.
1.7K starsJun 10, 2026 pushdata-analysisRubyData Pipeline
$ npx skills add Multiwoven/multiwoven#12
A lightweight stream processing library for Go
2.2K starsJan 14, 2026 pushdata-analysisGoData Pipeline
$ npx skills add reugn/go-streams#13
Memphis.dev is a highly scalable and effortless data streaming platform
3.4K starsMar 2, 2026 pushdata-analysisGoData Pipeline
$ npx skills add superstreamlabs/memphis#14
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
13K starsJun 18, 2026 pushdata-analysisRustBI
$ npx skills add dbt-labs/dbt-core#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
A curated list of open source tools used in analytics platforms and data engineering ecosystem
569 starsMar 12, 2025 pushdata-analysisData PipelineClaude Code
$ npx skills add pracdata/awesome-open-source-data-engineeringHow 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 Flow 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.