#1
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
47K starsAug 25, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflowAlternatives
Ape Dts alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Ape Dts
ApeCloud's Data Transfer Suite, written in Rust. Provides ultra-fast data replication between MySQL, PostgreSQL, Redis, MongoDB, Kafka and ClickHouse, ideal for disaster recovery (DR) and migration scenarios.
82
Quality
81
Trust
596
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
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
Python SQL Parser and Transpiler
9.3K starsJun 20, 2026 pushdata-analysisPythonSQL
$ npx skills add tobymao/sqlglot#9
🧰 The Rust SQL Toolkit. An async, pure Rust SQL crate featuring compile-time checked queries without a DSL. Supports PostgreSQL, MySQL, and SQLite.
17K starsJun 11, 2026 pushdata-analysisRustSQL
$ npx skills add transact-rs/sqlx#10
Turso is an in-process SQL database, compatible with SQLite.
20K starsJun 20, 2026 pushdata-analysisRustSQL
$ npx skills add tursodatabase/turso#11
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
13K starsJun 18, 2026 pushdata-analysisRustBI
$ npx skills add dbt-labs/dbt-core#12
📊 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#13
PRQL is a modern language for transforming data — a simple, powerful, pipelined SQL replacement
11K starsJun 20, 2026 pushdata-analysisRustSQL
$ npx skills add PRQL/prql#14
Apache DataFusion SQL Query Engine
9.2K starsAug 27, 2026 pushdata-analysisRustSQL
$ npx skills add apache/datafusion#15
Linq to database provider.
3.3K starsJun 17, 2026 pushdata-analysisC#SQL
$ npx skills add linq2db/linq2db#16
🐚 A powerful relational ORM for Rust
9.7K starsJun 18, 2026 pushdata-analysisRustSQL
$ npx skills add SeaQL/sea-ormHow 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 Ape Dts 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.