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
92
Trust
47K
Stars
#1

Airbyte

Similarity 126Trust 87Excellent 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
#2

Flink Cdc

Similarity 126Trust 87Excellent 100

Flink CDC is a streaming data integration tool

6.5K starsAug 25, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdc
#3

Pathway

Similarity 124Trust 85Excellent 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
#4

Connect

Similarity 122Trust 82Excellent 94

Fancy stream processing made operationally mundane

8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect
#5

Debezium

Similarity 111Trust 87Excellent 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
#6

Echarts

Similarity 105Trust 89Excellent 100

Apache ECharts is a powerful, interactive charting and data visualization library for browser

67K starsAug 4, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add apache/echarts
#7

Superset

Similarity 105Trust 88Excellent 100

Apache Superset is a Data Visualization and Data Exploration Platform

75K starsSep 10, 2026 pushdata-analysisTypeScriptBI
$ npx skills add apache/superset
#8

Shardingsphere

Similarity 104Trust 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
#9

Goaccess

Similarity 103Trust 85Excellent 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 starsAug 5, 2026 pushdata-analysisCData Analysis
$ npx skills add allinurl/goaccess
#10

Scientific Agent Skills

Similarity 103Trust 90Excellent 100

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

33K starsAug 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add K-Dense-AI/scientific-agent-skills
#11

Pandas

Similarity 103Trust 89Excellent 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
#12

BettaFish

Similarity 103Trust 88Excellent 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。

42K starsJul 21, 2026 pushdata-analysisPythonData Analysis
$ npx skills add 666ghj/BettaFish
#13

Redash

Similarity 103Trust 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
#14

Streamlit

Similarity 103Trust 87Excellent 100

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

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#15

Akshare

Similarity 102Trust 90Excellent 100

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

22K starsAug 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add akfamily/akshare
#16

Reflex

Similarity 102Trust 87Excellent 100

🕸️ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex

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.