#1
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
47K starsAug 25, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflowAlternatives
Beginner De Project alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Beginner De Project
Beginner data engineering project - batch edition
71
Quality
75
Trust
582
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
Fancy stream processing made operationally mundane
8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect#4
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#5
Flink CDC is a streaming data integration tool
6.5K starsAug 25, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdc#6
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#7
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#8
Apache Spark - A unified analytics engine for large-scale data processing
44K starsSep 9, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark#9
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
40K starsJun 20, 2026 pushdata-analysisGoSQL
$ npx skills add pingcap/tidb#10
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners#11
$ npx skills add apache/flink#12
Free universal database tool and SQL client
51K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add dbeaver/dbeaver#13
ClickHouse® is a real-time analytics database management system
48K starsJun 21, 2026 pushdata-analysisC++SQL
$ npx skills add ClickHouse/ClickHouse#14
DuckDB is an analytical in-process SQL database management system
39K starsJun 20, 2026 pushdata-analysisC++SQL
$ npx skills add duckdb/duckdb#15
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#16
High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios
25K starsJun 20, 2026 pushdata-analysisCSQL
$ npx skills add taosdata/TDengineHow 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 Beginner De Project 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.