#1
Fancy stream processing made operationally mundane
8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connectAlternatives
Etl Engine alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Etl Engine
etl engine 轻量级 跨平台 流批一体ETL引擎 数据抽取-转换-装载 ETL engine lightweight cross platform batch flow integration ETL engine data extraction transformation loading
40
Quality
69
Trust
78
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
Flink CDC is a streaming data integration tool
6.5K starsAug 25, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdc#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
ClickHouse® is a real-time analytics database management system
48K starsJun 21, 2026 pushdata-analysisC++SQL
$ npx skills add ClickHouse/ClickHouse#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
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#9
Apache DataFusion SQL Query Engine
9.2K starsAug 27, 2026 pushdata-analysisRustSQL
$ npx skills add apache/datafusion#10
CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.
32K starsJun 16, 2026 pushdata-analysisGoSQL
$ npx skills add cockroachdb/cockroach#11
Python SQL Parser and Transpiler
9.3K starsJun 20, 2026 pushdata-analysisPythonSQL
$ npx skills add tobymao/sqlglot#12
The lightweight, fault-tolerant database built on SQLite. Designed to keep your data highly available with minimal effort.
18K starsJun 21, 2026 pushdata-analysisGoSQL
$ npx skills add rqlite/rqlite#13
Generate type-safe code from SQL
18K starsJun 19, 2026 pushdata-analysisGoSQL
$ npx skills add sqlc-dev/sqlc#14
Go MySQL Driver is a MySQL driver for Go's (golang) database/sql package
15K starsJun 13, 2026 pushdata-analysisGoSQL
$ npx skills add go-sql-driver/mysql#15
Linq to database provider.
3.3K starsJun 17, 2026 pushdata-analysisC#SQL
$ npx skills add linq2db/linq2db#16
Universal command-line interface for SQL databases
10K starsJun 19, 2026 pushdata-analysisGoSQL
$ npx skills add xo/usqlHow 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 Etl Engine 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.