#1
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
47K starsAug 25, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflowAlternatives
Exchangis alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Exchangis
Exchangis is a lightweight,highly extensible data exchange platform that supports data transmission between structured and unstructured heterogeneous data sources
66
Quality
77
Trust
461
Stars
#2
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway#3
Flink CDC is a streaming data integration tool
6.5K starsAug 25, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdc#4
Fancy stream processing made operationally mundane
8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect#5
$ npx skills add apache/flink#6
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#7
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.
22K starsAug 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add airbytehq/airbyte#8
Free universal database tool and SQL client
51K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add dbeaver/dbeaver#9
Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.
21K starsSep 9, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/shardingsphere#10
🔥 人人可用的开源 BI 工具，数据可视化神器。An open-source BI tool alternative to Tableau.
24K starsJun 16, 2026 pushdata-analysisJavaBI
$ npx skills add dataease/dataease#11
MyBatis SQL mapper framework for Java
20K starsJun 19, 2026 pushdata-analysisJavaSQL
$ npx skills add mybatis/mybatis-3#12
OpenRefine is a free, open source power tool for working with messy data and improving it
12K starsJun 12, 2026 pushdata-analysisJavaData Analysis
$ npx skills add OpenRefine/OpenRefine#13
The official home of the Presto distributed SQL query engine for big data
17K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add prestodb/presto#14
The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.
12K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add StarRocks/starrocks#15
Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
13K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add trinodb/trino#16
Apache Beam is a unified programming model for Batch and Streaming data processing.
8.6K starsAug 26, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/beamHow 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 Exchangis 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.