Alternatives

Ingestr alternatives for AI agents.

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

Current skill

Ingestr

ingestr is a CLI tool to copy data between any databases with a single command seamlessly.

96
Quality
81
Trust
3.7K
Stars
#1

Airflow

Similarity 121Trust 90Excellent 100

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

46K starsJun 20, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow
#2

Airbyte

Similarity 120Trust 88Excellent 100

Open-source data movement for ELT pipelines and AI agents — 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
#3

Debezium

Similarity 117Trust 88Excellent 100

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/debezium
#4

Shardingsphere

Similarity 110Trust 89Excellent 100

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

21K starsJun 25, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/shardingsphere
#5

Sqlglot

Similarity 110Trust 86Excellent 99

Python SQL Parser and Transpiler

9.3K starsJun 20, 2026 pushdata-analysisPythonSQL
$ npx skills add tobymao/sqlglot
#6

Connect

Similarity 107Trust 84Excellent 94

Fancy stream processing made operationally mundane

8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect
#7

Redash

Similarity 105Trust 90Excellent 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
#8

Sequelize

Similarity 105Trust 88Excellent 100

Feature-rich ORM for modern Node.js and TypeScript, it supports PostgreSQL (with JSON and JSONB support), MySQL, MariaDB, SQLite, MS SQL Server, Snowflake, Oracle DB, DB2 and DB2 for IBM i.

30K starsJun 20, 2026 pushdata-analysisTypeScriptSQL
$ npx skills add sequelize/sequelize
#9

Pathway

Similarity 105Trust 87Excellent 100

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway
#10

Chartdb

Similarity 104Trust 88Excellent 100

Database diagrams editor that allows you to visualize and design your DB with a single query.

22K starsJun 20, 2026 pushdata-analysisTypeScriptSQL
$ npx skills add chartdb/chartdb
#11

Beekeeper Studio

Similarity 104Trust 85Excellent 100

Modern and easy to use SQL client for MySQL, Postgres, SQLite, SQL Server, and more. Linux, MacOS, and Windows.

23K starsJun 20, 2026 pushdata-analysisTypeScriptSQL
$ npx skills add beekeeper-studio/beekeeper-studio
#12

Cube

Similarity 103Trust 85Excellent 99

📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics

20K starsJun 20, 2026 pushdata-analysisRustBI
$ npx skills add cube-js/cube
#13

Tidb

Similarity 103Trust 89Excellent 100

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
#14

Kysely

Similarity 103Trust 85Excellent 100

A type-safe TypeScript SQL query builder

14K starsJun 19, 2026 pushdata-analysisTypeScriptSQL
$ npx skills add kysely-org/kysely
#15

Cockroach

Similarity 102Trust 85Excellent 100

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
#16

Rqlite

Similarity 102Trust 88Excellent 100

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

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 Ingestr 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.