#1
Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.
13K starsJun 12, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add debezium/debeziumAlternatives
Shardingsphere alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Shardingsphere
Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.
100
Quality
91
Trust
21K
Stars
#2
Flink CDC is a streaming data integration tool
6.5K starsAug 25, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdc#3
Distributed PostgreSQL as an extension
13K starsJun 18, 2026 pushdata-analysisCSQL
$ npx skills add citusdata/citus#4
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#5
Apache Ignite
5.1K starsAug 26, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/ignite#6
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
47K starsAug 25, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow#7
High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios
25K starsJun 20, 2026 pushdata-analysisCSQL
$ npx skills add taosdata/TDengine#8
CockroachDB — 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#9
The lightweight, fault-tolerant database built on SQLite. Designed to keep your data highly available with minimal effort.
18K starsJun 21, 2026 pushdata-analysisGoSQL
$ npx skills add rqlite/rqlite#10
Free universal database tool and SQL client
51K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add dbeaver/dbeaver#11
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#12
Flyway by Redgate • Database Migrations Made Easy.
9.9K starsJun 18, 2026 pushdata-analysisJavaSQL
$ npx skills add flyway/flyway#13
$ npx skills add apache/hive#14
Database Subsetting and Relational Data Browsing Tool.
3.2K starsJul 28, 2026 pushdata-analysisJavaSQL
$ npx skills add Wisser/Jailer#15
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
40K starsJun 20, 2026 pushdata-analysisGoSQL
$ npx skills add pingcap/tidb#16
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathwayHow 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 Shardingsphere 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.