Alternatives

Airflow alternatives for AI agents.

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

Current skill

Airflow

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

100
Quality
100
Trust
46K
Stars
#1

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 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add airbytehq/airbyte
#2

Flink Cdc

Similarity 128Trust 100Excellent 100

Flink CDC is a streaming data integration tool

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

Pathway

Similarity 127Trust 100Excellent 100

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

63K starsJun 14, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway
#4

Rudder Server

Similarity 119Trust 100Excellent 100

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

4.4K starsJun 12, 2026 pushdata-analysisGoData Pipeline
$ npx skills add rudderlabs/rudder-server
#5

Ingestr

Similarity 119Trust 100Excellent 100

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

3.7K starsJun 13, 2026 pushdata-analysisGoData Pipeline
$ npx skills add bruin-data/ingestr
#6

Hamilton

Similarity 118Trust 100Excellent 100

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

2.5K starsJun 14, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add apache/hamilton
#7

Debezium

Similarity 113Trust 100Excellent 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
#8

Snowplow

Similarity 112Trust 100Excellent 100

The leader in Customer Data Infrastructure

7.0K starsJun 8, 2026 pushdata-analysisScalaData Pipeline
$ npx skills add snowplow/snowplow
#9

Devlake

Similarity 111Trust 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 12, 2026 pushdata-analysisGoData Analysis
$ npx skills add apache/devlake
#10

Data Juicer

Similarity 110Trust 100Excellent 100

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

6.5K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer
#11

Superset

Similarity 107Trust 100Excellent 100

Apache Superset is a Data Visualization and Data Exploration Platform

73K starsJun 14, 2026 pushdata-analysisTypeScriptBI
$ npx skills add apache/superset
#12

Shardingsphere

Similarity 106Trust 100Excellent 100

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

21K starsJun 13, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/shardingsphere
#13

Goaccess

Similarity 106Trust 100Excellent 100

GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.

21K starsJun 11, 2026 pushdata-analysisCData Analysis
$ npx skills add allinurl/goaccess
#14

Pandas

Similarity 105Trust 100Excellent 100

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#15

Streamlit

Similarity 105Trust 100Excellent 100

Streamlit — A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#16

BettaFish

Similarity 105Trust 100Excellent 100

微舆:人人可用的多Agent舆情分析助手,打破信息茧房,还原舆情原貌,预测未来走向,辅助决策!从0实现,不依赖任何框架。

41K starsMay 24, 2026 pushdata-analysisPythonData Analysis
$ npx skills add 666ghj/BettaFish

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 Airflow 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.