#1
Flink CDC is a streaming data integration tool
6.5K starsAug 25, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdcAlternatives
Spark alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Spark
Drop-in replacement for Apache Spark UI
78
Quality
77
Trust
466
Stars
#2
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
47K starsAug 25, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow#3
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway#4
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#5
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#6
Fancy stream processing made operationally mundane
8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect#7
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
29K starsJun 14, 2026 pushdata-analysisPythonBI
$ npx skills add getredash/redash#8
Apache Spark - A unified analytics engine for large-scale data processing
44K starsSep 9, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark#9
$ npx skills add apache/flink#10
Free universal database tool and SQL client
51K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add dbeaver/dbeaver#11
ClickHouse® is a real-time analytics database management system
48K starsJun 21, 2026 pushdata-analysisC++SQL
$ npx skills add ClickHouse/ClickHouse#12
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#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
Apache ECharts is a powerful, interactive charting and data visualization library for browser
67K starsAug 4, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add apache/echarts#15
The HTML5 Creation Engine: Create beautiful digital content with the fastest, most flexible 2D WebGL renderer.
47K starsJun 16, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add pixijs/pixijs#16
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/starrocksHow 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 Spark 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.