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Alternatives

Flink alternatives for AI agents.

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

Compare shortlistView Flink

Current skill

Flink

Apache Flink

100
Quality
92
Trust
26K
Stars
#1

Spark

Similarity 151Trust 92Excellent 100

Apache Spark - A unified analytics engine for large-scale data processing

43K starsJun 20, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark
#2

Beam

Similarity 147Trust 93Excellent 100

Apache Beam is a unified programming model for Batch and Streaming data processing.

8.6K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/beam
#3

Hive

Similarity 146Trust 91Excellent 100

Apache Hive

6.0K starsJun 19, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/hive
#4

Calcite

Similarity 146Trust 91Excellent 100

Apache Calcite

5.1K starsJun 19, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/calcite
#5

Mybatis 3

Similarity 141Trust 92Excellent 100

MyBatis SQL mapper framework for Java

20K starsJun 19, 2026 pushdata-analysisJavaSQL
$ npx skills add mybatis/mybatis-3
#6

Flink Streaming Platform Web

Similarity 140Trust 84Excellent 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
#7

Presto

Similarity 140Trust 92Excellent 100

The official home of the Presto distributed SQL query engine for big data

17K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add prestodb/presto
#8

Elasticsearch Sql

Similarity 138Trust 89Excellent 100

Use SQL to query Elasticsearch

7.0K starsMay 4, 2026 pushdata-analysisJavaSQL
$ npx skills add NLPchina/elasticsearch-sql
#9

EsProc

Similarity 138Trust 91Excellent 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
#10

Quicksql

Similarity 137Trust 81Strong 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
#11

LakeSoul

Similarity 137Trust 91Excellent 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
#12

FlinkStreamSQL

Similarity 137Trust 79Strong 73

基于开源的flink，对其实时sql进行扩展；主要实现了流与维表的join，支持原生flink SQL所有的语法

2.1K starsFeb 21, 2024 pushdata-analysisJavaSQL
$ npx skills add DTStack/flinkStreamSQL
#13

H2database

Similarity 137Trust 86Excellent 100

H2 is an embeddable RDBMS written in Java.

4.6K starsMay 25, 2026 pushdata-analysisJavaSQL
$ npx skills add h2database/h2database
#14

Sylph

Similarity 137Trust 70Needs review 52

Stream computing platform for bigdata

406 starsApr 24, 2024 pushdata-analysisJavaSQL
$ npx skills add harbby/sylph
#15

Mybatis Flex

Similarity 136Trust 88Excellent 100

mybatis-flex is an elegant Mybatis Enhancement Framework

2.6K starsMay 4, 2026 pushdata-analysisJavaSQL
$ npx skills add mybatis-flex/mybatis-flex
#16

Drill

Similarity 136Trust 89Excellent 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

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 Flink 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.