Alternatives

Debezium alternatives for AI agents.

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

Current skill

Debezium

Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.

100
Quality
89
Trust
13K
Stars
#1

Flink Cdc

Similarity 138Trust 87Excellent 100

Flink CDC is a streaming data integration tool

6.5K starsAug 25, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdc
#2

Shardingsphere

Similarity 124Trust 89Excellent 100

Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.

21K starsSep 9, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/shardingsphere
#3

Airflow

Similarity 113Trust 90Excellent 100

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

47K starsAug 25, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow
#4

Cockroach

Similarity 112Trust 84Excellent 100

CockroachDB โ€” the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.

32K starsJun 16, 2026 pushdata-analysisGoSQL
$ npx skills add cockroachdb/cockroach
#5

Airbyte

Similarity 112Trust 87Excellent 100

Open-source data movement for ELT pipelines and AI agents โ€” from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

22K starsAug 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add airbytehq/airbyte
#6

Timescaledb

Similarity 111Trust 84Excellent 100

A time-series database for high-performance real-time analytics packaged as a Postgres extension

23K starsJun 20, 2026 pushdata-analysisCSQL
$ npx skills add timescale/timescaledb
#7

Dbeaver

Similarity 110Trust 85Excellent 100

Free universal database tool and SQL client

51K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add dbeaver/dbeaver
#8

Sea Orm

Similarity 110Trust 84Excellent 99

๐Ÿš A powerful relational ORM for Rust

9.7K starsJun 18, 2026 pushdata-analysisRustSQL
$ npx skills add SeaQL/sea-orm
#9

Starrocks

Similarity 109Trust 87Excellent 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
#10

Trino

Similarity 109Trust 86Excellent 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
#11

Flyway

Similarity 108Trust 84Excellent 99

Flyway by Redgate โ€ข Database Migrations Made Easy.

9.9K starsJun 18, 2026 pushdata-analysisJavaSQL
$ npx skills add flyway/flyway
#12

Hive

Similarity 107Trust 86Excellent 100

Apache Hive

6.0K starsAug 26, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/hive
#13

Ignite

Similarity 107Trust 86Excellent 99

Apache Ignite

5.1K starsAug 26, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/ignite
#14

Jailer

Similarity 105Trust 84Excellent 97

Database Subsetting and Relational Data Browsing Tool.

3.2K starsJul 28, 2026 pushdata-analysisJavaSQL
$ npx skills add Wisser/Jailer
#15

Redash

Similarity 105Trust 89Excellent 100

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

29K starsJun 14, 2026 pushdata-analysisPythonBI
$ npx skills add getredash/redash
#16

Grafana

Similarity 105Trust 87Excellent 100

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

74K starsJun 15, 2026 pushdata-analysisTypeScriptBI
$ npx skills add grafana/grafana

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 Debezium 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.