#1
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
46K starsJun 20, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflowAlternatives
Starlake alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Starlake
Declarative text based tool for data analysts and engineers to extract, load, transform and orchestrate their data pipelines.
80
Quality
82
Trust
204
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
Fancy stream processing made operationally mundane
8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect#4
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway#5
Apache Spark - A unified analytics engine for large-scale data processing
43K starsJun 20, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark#6
The leader in Customer Data Infrastructure
7.0K starsJun 17, 2026 pushdata-analysisScalaData Pipeline
$ npx skills add snowplow/snowplow#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
Modern and easy to use SQL client for MySQL, Postgres, SQLite, SQL Server, and more. Linux, MacOS, and Windows.
23K starsJun 20, 2026 pushdata-analysisTypeScriptSQL
$ npx skills add beekeeper-studio/beekeeper-studio#9
📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics
20K starsJun 20, 2026 pushdata-analysisRustBI
$ npx skills add cube-js/cube#10
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#11
Python SQL Parser and Transpiler
9.3K starsJun 20, 2026 pushdata-analysisPythonSQL
$ npx skills add tobymao/sqlglot#12
Open Source Feature Flags, Experimentation, and Product Analytics
7.9K starsJun 20, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add growthbook/growthbook#13
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas#14
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#15
✨ Innovative and open-source visualization application that transforms various data formats, such as JSON, YAML, XML and CSV into interactive graphs.
44K starsJun 15, 2026 pushdata-analysisTypeScriptCSV
$ npx skills add AykutSarac/jsoncrack.com#16
The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis
35K starsJun 13, 2026 pushdata-analysisJavaScriptData Analysis
$ npx skills add gchq/CyberChefHow 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 Starlake 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.