Alternatives

Linkis alternatives for AI agents.

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

Current skill

Linkis

Apache Linkis builds a computation middleware layer to facilitate connection, governance and orchestration between the upper applications and the underlying data engines.

100
Quality
94
Trust
3.4K
Stars
#1

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
#2

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
#3

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
#4

Requery

Similarity 128Trust 87Excellent 96

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

3.1K starsFeb 9, 2026 pushdata-analysisJavaSQL
$ npx skills add requery/requery
#5

GQL

Similarity 123Trust 91Excellent 100

GitQL is a extensible SQL-like query language and SDK to perform queries on various data sources such .git files with supports of most of SQL features such as grouping, ordering and aggregation and window functions and allow customization like user-defined types and functions

3.5K starsApr 21, 2026 pushdata-analysisRustSQL
$ npx skills add AmrDeveloper/GQL
#6

Calcite

Similarity 122Trust 93Excellent 100

Apache Calcite

5.1K starsJun 19, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/calcite
#7

Ignite

Similarity 122Trust 93Excellent 100

Apache Ignite

5.1K starsJun 18, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/ignite
#8

Spotless

Similarity 122Trust 92Excellent 100

Keep your code spotless

5.5K starsJun 16, 2026 pushdata-analysisJavaSQL
$ npx skills add diffplug/spotless
#9

Orientdb

Similarity 122Trust 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
#10

EsProc

Similarity 122Trust 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
#11

Liquibase

Similarity 122Trust 89Excellent 100

Main Liquibase Source

5.5K starsJun 18, 2026 pushdata-analysisJavaSQL
$ npx skills add liquibase/liquibase
#12

Quicksql

Similarity 122Trust 83Strong 73

A Flexible, Fast, Federated(3F) SQL Analysis Middleware for Multiple Data Sources

2.0K starsOct 25, 2022 pushdata-analysisJavaSQL
$ npx skills add Qihoo360/Quicksql
#13

Dinky

Similarity 122Trust 92Excellent 100

Dinky is a real-time data development platform based on Apache Flink, enabling agile data development, deployment and operation.

3.7K starsApr 20, 2026 pushdata-analysisJavaSQL
$ npx skills add DataLinkDC/dinky
#14

Doma

Similarity 122Trust 84Strong 84

DAO oriented database mapping framework for Java

501 starsJun 19, 2026 pushdata-analysisJavaSQL
$ npx skills add domaframework/doma
#15

LakeSoul

Similarity 122Trust 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
#16

Jailer

Similarity 121Trust 91Excellent 100

Database Subsetting and Relational Data Browsing Tool.

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

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 Linkis 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.