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Alternatives

Beam alternatives for AI agents.

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

Compare shortlistView Beam

Current skill

Beam

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

100
Quality
90
Trust
8.6K
Stars
#1

Flink

Similarity 148Trust 87Excellent 100

Apache Flink

26K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/flink
#2

Spark

Similarity 143Trust 87Excellent 100

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

43K starsJun 20, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark
#3

Presto

Similarity 139Trust 87Excellent 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
#4

Datafusion

Similarity 132Trust 86Excellent 100

Apache DataFusion SQL Query Engine

8.9K starsJun 20, 2026 pushdata-analysisRustSQL
$ npx skills add apache/datafusion
#5

Mybatis 3

Similarity 132Trust 87Excellent 100

MyBatis SQL mapper framework for Java

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

Trino

Similarity 131Trust 88Excellent 100

Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

13K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add trinodb/trino
#7

Starrocks

Similarity 131Trust 88Excellent 100

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/starrocks
#8

ClickHouse

Similarity 127Trust 87Excellent 100

ClickHouse® is a real-time analytics database management system

48K starsJun 21, 2026 pushdata-analysisC++SQL
$ npx skills add ClickHouse/ClickHouse
#9

Sqlmodel

Similarity 126Trust 88Excellent 100

SQL databases in Python, designed for simplicity, compatibility, and robustness.

18K starsJun 18, 2026 pushdata-analysisPythonSQL
$ npx skills add fastapi/sqlmodel
#10

Sqlc

Similarity 126Trust 87Excellent 100

Generate type-safe code from SQL

18K starsJun 19, 2026 pushdata-analysisGoSQL
$ npx skills add sqlc-dev/sqlc
#11

Sqlalchemy

Similarity 125Trust 87Excellent 100

The Database Toolkit for Python

12K starsJun 18, 2026 pushdata-analysisPythonSQL
$ npx skills add sqlalchemy/sqlalchemy
#12

Sqlfluff

Similarity 125Trust 88Excellent 100

A modular SQL linter and auto-formatter with support for multiple dialects and templated code.

9.8K starsJun 19, 2026 pushdata-analysisPythonSQL
$ npx skills add sqlfluff/sqlfluff
#13

Dbeaver

Similarity 125Trust 87Excellent 100

Free universal database tool and SQL client

51K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add dbeaver/dbeaver
#14

Usql

Similarity 124Trust 85Excellent 100

Universal command-line interface for SQL databases

10K starsJun 19, 2026 pushdata-analysisGoSQL
$ npx skills add xo/usql
#15

Goose

Similarity 124Trust 83Excellent 99

A database migration tool. Supports SQL migrations and Go functions.

11K starsJun 20, 2026 pushdata-analysisGoSQL
$ npx skills add pressly/goose
#16

Flyway

Similarity 122Trust 86Excellent 100

Flyway by Redgate • Database Migrations Made Easy.

9.9K starsJun 18, 2026 pushdata-analysisJavaSQL
$ npx skills add flyway/flyway

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 Beam 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.