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.

100
Quality
100
Trust
3.7K
Stars
#1

Rudder Server

Similarity 131Trust 100Excellent 100

Privacy and Security focused Segment-alternative, in Golang and React

4.4K starsJun 5, 2026 pushdata-analysisGoData Pipeline
$ npx skills add rudderlabs/rudder-server
#2

Airbyte

Similarity 128Trust 100Excellent 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.

21K starsJun 6, 2026 pushdata-analysisPythonData Pipeline
$ npx skills add airbytehq/airbyte
#3

Flink Cdc

Similarity 118Trust 100Excellent 100

Flink CDC is a streaming data integration tool

6.4K starsJun 3, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdc
#4

Multiwoven

Similarity 116Trust 100Excellent 100

🔥🔥🔥 Open source Reverse ETL - alternative to hightouch and census.

1.7K starsJun 3, 2026 pushdata-analysisRubyData Pipeline
$ npx skills add Multiwoven/multiwoven
#5

Shardingsphere

Similarity 112Trust 100Excellent 100

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

21K starsJun 6, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/shardingsphere
#6

Debezium

Similarity 111Trust 100Excellent 100

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

13K starsJun 5, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add debezium/debezium
#7

Snowplow

Similarity 110Trust 100Excellent 100

The leader in Customer Data Infrastructure

7.0K starsJun 8, 2026 pushdata-analysisScalaData Pipeline
$ npx skills add snowplow/snowplow
#8

Bruin

Similarity 108Trust 100Excellent 100

Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows.

1.6K starsJun 8, 2026 pushdata-analysisGoData Analysis
$ npx skills add bruin-data/bruin
#9

Elementary

Similarity 102Trust 100Excellent 100

The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.

2.4K starsJun 4, 2026 pushdata-analysisHTMLData Analysis
$ npx skills add elementary-data/elementary
#10

Cloudquery

Similarity 102Trust 100Excellent 100

Data pipelines for cloud config and security data. Build cloud asset inventory, CSPM, FinOps, and vulnerability management solutions. Extract from AWS, Azure, GCP, and 70+ cloud and SaaS sources.

6.4K starsJun 6, 2026 pushdata-analysisGoData Analysis
$ npx skills add cloudquery/cloudquery
#11

Devlake

Similarity 101Trust 100Excellent 100

Apache DevLake is an open-source dev data platform to ingest, analyze, and visualize the fragmented data from DevOps tools, extracting insights for engineering excellence, developer experience, and community growth.

3.0K starsJun 6, 2026 pushdata-analysisGoData Analysis
$ npx skills add apache/devlake
#12

Growthbook

Similarity 96Trust 100Excellent 100

Open Source Feature Flags, Experimentation, and Product Analytics

7.9K starsJun 6, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add growthbook/growthbook
#13

Data Juicer

Similarity 96Trust 100Excellent 100

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

6.5K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer
#14

Gonum

Similarity 94Trust 100Excellent 100

Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more

8.4K starsMay 4, 2026 pushdata-analysisGoData Analysis
$ npx skills add gonum/gonum
#15

Flyte

Similarity 94Trust 100Excellent 100

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

7.1K starsJun 6, 2026 pushdata-analysisGoData Analysis
$ npx skills add flyteorg/flyte
#16

Whodb

Similarity 93Trust 100Excellent 100

A lightweight next-gen data explorer - Postgres, MySQL, SQLite, MongoDB, Redis, MariaDB, Elastic Search, and Clickhouse with Chat interface

4.9K starsJun 6, 2026 pushdata-analysisGoData Analysis
$ npx skills add clidey/whodb

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.