Alternatives

Spotless alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Spotless

Keep your code spotless

100
Quality
93
Trust
5.5K
Stars
#1

Jdbi

Similarity 136Trust 92Excellent 99

The Jdbi library provides convenient, idiomatic access to relational databases in Java and other JVM technologies such as Kotlin, Clojure or Scala.

2.1K starsApr 28, 2026 pushdata-analysisJavaSQL
$ npx skills add jdbi/jdbi
#2

Requery

Similarity 136Trust 88Excellent 96

requery - modern SQL based query & persistence for Java / Kotlin / Android

3.1K starsFeb 9, 2026 pushdata-analysisJavaSQL
$ npx skills add requery/requery
#3

Beakerx

Similarity 132Trust 78Strong 75

Beaker Extensions for Jupyter Notebook

2.9K starsDec 4, 2023 pushdata-analysisJupyter NotebookSQL
$ npx skills add twosigma/beakerx
#4

Sql Formatter

Similarity 131Trust 92Excellent 100

A whitespace formatter for different query languages

2.9K starsJun 4, 2026 pushdata-analysisTypeScriptSQL
$ npx skills add sql-formatter-org/sql-formatter
#5

EsProc

Similarity 131Trust 95Excellent 100

esProc SPL is a JVM-based programming language designed for structured data computation, serving as both a data analysis tool and an embedded computing engine.

4.7K starsJun 16, 2026 pushdata-analysisJavaSQL
$ npx skills add SPLWare/esProc
#6

Calcite

Similarity 130Trust 93Excellent 100

Apache Calcite

5.1K starsJun 15, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/calcite
#7

Doma

Similarity 130Trust 85Strong 84

DAO oriented database mapping framework for Java

501 starsJun 12, 2026 pushdata-analysisJavaSQL
$ npx skills add domaframework/doma
#8

Gdut Course

Similarity 130Trust 78Strong 71

广东工业大学计算机学院课程攻略 - 毕业设计、校招、课程设计、实验、经验分享、论文模板、试卷、习题解答等等

1.3K starsJun 13, 2023 pushdata-analysisSQLClaude Code
$ npx skills add brenner8023/gdut-course
#9

H2database

Similarity 129Trust 88Excellent 100

H2 is an embeddable RDBMS written in Java.

4.6K starsMay 25, 2026 pushdata-analysisJavaSQL
$ npx skills add h2database/h2database
#10

Mybatis Flex

Similarity 129Trust 90Excellent 100

mybatis-flex is an elegant Mybatis Enhancement Framework

2.6K starsMay 4, 2026 pushdata-analysisJavaSQL
$ npx skills add mybatis-flex/mybatis-flex
#11

Drill

Similarity 129Trust 92Excellent 100

Apache Drill is a distributed MPP query layer for self describing data

2.0K starsJun 11, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/drill
#12

Ebean

Similarity 128Trust 92Excellent 100

Ebean ORM

1.5K starsJun 16, 2026 pushdata-analysisJavaSQL
$ npx skills add ebean-orm/ebean
#13

Phoenix

Similarity 127Trust 92Excellent 100

Apache Phoenix

1.1K starsJun 15, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/phoenix
#14

Sql Mother

Similarity 127Trust 83Excellent 85

程序员鱼皮原创项目,免费的闯关交互式 SQL 自学教程网站,从零基础到进阶,带你掌握常用 SQL 语法(MySQL、SQLite、PostgreSQL)、快速学习 SQL 和数据库。支持在线SQL编辑器、实时查询结果、语法高亮、SQL运行广场等功能。纯前端实现,简单易学~

4.2K starsJul 1, 2025 pushdata-analysisTypeScriptSQL
$ npx skills add liyupi/sql-mother
#15

Flink Streaming Platform Web

Similarity 124Trust 85Excellent 86

基于flink的实时流计算web平台

1.9K starsDec 2, 2025 pushdata-analysisJavaSQL
$ npx skills add zhp8341/flink-streaming-platform-web
#16

Blaze Persistence

Similarity 123Trust 84Excellent 87

Rich Criteria API for JPA providers

854 starsJun 15, 2026 pushdata-analysisJavaSQL
$ npx skills add Blazebit/blaze-persistence

How 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.

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.