Alternatives

Ignite alternatives for AI agents.

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

Current skill

Ignite

Apache Ignite

100
Quality
93
Trust
5.1K
Stars
#1

Calcite

Similarity 138Trust 93Excellent 100

Apache Calcite

5.1K starsJun 18, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/calcite
#2

Drill

Similarity 136Trust 91Excellent 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
#3

Orientdb

Similarity 130Trust 93Excellent 100

OrientDB is the most versatile DBMS supporting Graph, Document, Reactive, Full-Text and Geospatial models in one Multi-Model product. OrientDB can run distributed (Multi-Master), supports SQL, ACID Transactions, Full-Text indexing and Reactive Queries.

5.0K starsJun 18, 2026 pushdata-analysisJavaSQL
$ npx skills add orientechnologies/orientdb
#4

EsProc

Similarity 130Trust 93Excellent 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 17, 2026 pushdata-analysisJavaSQL
$ npx skills add SPLWare/esProc
#5

Liquibase

Similarity 130Trust 89Excellent 100

Main Liquibase Source

5.5K starsJun 17, 2026 pushdata-analysisJavaSQL
$ npx skills add liquibase/liquibase
#6

LakeSoul

Similarity 130Trust 93Excellent 100

LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.

3.2K starsJun 18, 2026 pushdata-analysisJavaSQL
$ npx skills add lakesoul-io/LakeSoul
#7

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
#8

Jailer

Similarity 129Trust 91Excellent 100

Database Subsetting and Relational Data Browsing Tool.

3.2K starsJun 17, 2026 pushdata-analysisJavaSQL
$ npx skills add Wisser/Jailer
#9

Jdbi

Similarity 128Trust 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
#10

Lealone

Similarity 128Trust 87Excellent 100

能安全适用于氛围编程和企业应用的全栈自进化通用智能体

2.6K starsJun 10, 2026 pushdata-analysisJavaSQL
$ npx skills add lealone/Lealone
#11

Ebean

Similarity 128Trust 91Excellent 100

Ebean ORM

1.5K starsJun 16, 2026 pushdata-analysisJavaSQL
$ npx skills add ebean-orm/ebean
#12

Phoenix

Similarity 127Trust 91Excellent 100

Apache Phoenix

1.1K starsJun 15, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/phoenix
#13

Db Tutorial

Similarity 125Trust 84Strong 78

📚 后端程序员应该掌握的主流数据库知识

5.3K starsOct 8, 2024 pushdata-analysisJavaSQL
$ npx skills add dunwu/db-tutorial
#14

Pg

Similarity 124Trust 92Excellent 100

Golang ORM with focus on PostgreSQL features and performance

5.8K starsMay 29, 2026 pushdata-analysisGoSQL
$ npx skills add go-pg/pg
#15

Liam

Similarity 124Trust 93Excellent 100

Automatically generates beautiful and easy-to-read ER diagrams from your database.

4.8K starsJun 17, 2026 pushdata-analysisTypeScriptSQL
$ npx skills add liam-hq/liam
#16

Ydb

Similarity 124Trust 93Excellent 100

YDB is an open source Distributed SQL Database that combines high availability and scalability with strong consistency and ACID transactions

4.7K starsJun 18, 2026 pushdata-analysisC++SQL
$ npx skills add ydb-platform/ydb

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 Ignite 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.