#1
$ npx skills add apache/flinkAlternatives
Spotless alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
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#2
MyBatis SQL mapper framework for Java
20K starsJun 19, 2026 pushdata-analysisJavaSQL
$ npx skills add mybatis/mybatis-3#3
The official home of the Presto distributed SQL query engine for big data
17K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add prestodb/presto#4
Apache Beam is a unified programming model for Batch and Streaming data processing.
8.6K starsAug 26, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/beam#5
$ npx skills add apache/hive#6
Apache Calcite
5.2K starsAug 27, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/calcite#7
Apache Spark - A unified analytics engine for large-scale data processing
44K starsSep 9, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark#8
Feature-rich ORM for modern Node.js and TypeScript, it supports PostgreSQL (with JSON and JSONB support), MySQL, MariaDB, SQLite, MS SQL Server, Snowflake, Oracle DB, DB2 and DB2 for IBM i.
30K starsJun 20, 2026 pushdata-analysisTypeScriptSQL
$ npx skills add sequelize/sequelize#9
Free, simple, and intuitive online database diagram editor and SQL generator.
37K starsJun 20, 2026 pushdata-analysisJavaScriptSQL
$ npx skills add drawdb-io/drawdb#10
A query builder for PostgreSQL, MySQL, CockroachDB, SQL Server, SQLite3 and Oracle, designed to be flexible, portable, and fun to use.
20K starsJun 17, 2026 pushdata-analysisJavaScriptSQL
$ npx skills add knex/knex#11
Generate type-safe code from SQL
18K starsJun 19, 2026 pushdata-analysisGoSQL
$ npx skills add sqlc-dev/sqlc#12
Free universal database tool and SQL client
51K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add dbeaver/dbeaver#13
TypeScript ORM for Node.js based on Data Mapper, Unit of Work and Identity Map patterns. Supports MongoDB, MySQL, MariaDB, MS SQL Server, PostgreSQL and SQLite/libSQL databases.
9.1K starsJun 20, 2026 pushdata-analysisTypeScriptSQL
$ npx skills add mikro-orm/mikro-orm#14
Kotlin SQL Framework
9.3K starsJun 18, 2026 pushdata-analysisKotlinSQL
$ npx skills add JetBrains/Exposed#15
The fastest and simplest library for SQLite3 in Node.js.
7.4K starsJul 29, 2026 pushdata-analysisJavaScriptSQL
$ npx skills add WiseLibs/better-sqlite3#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 Spotless if it already passes your workflow test and repository review.
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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.