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data-engineering
astronomer/agentsPlugin
Data engineering plugin - warehouse exploration, pipeline authoring, Airflow integration
Why this score
This repo hosts 4 add-ons, so its 458 stars are split between them (about 115 each) for scoring.
Popularity score: 69/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Nov 4, 2026 at commit 35b9610bb271, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.astro-airflow-mcp/scripts/run-integration-tests.sh:55 and 2 more
- Runs shell commands Common for dev tools. Read the commands it runs.astro-airflow-mcp/scripts/run-integration-tests.sh:51 and 1 more
- Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.skills/migrating-dagster-to-airflow/scripts/validate_dag.py
- Makes network requestsastro-airflow-mcp/src/astro_airflow_mcp/cli/registry.py:86, skills/airflow-plugins/SKILL.md:210
- Uses dependencies without a pinned version A later version of a dependency could change what runs.astro-airflow-mcp/pyproject.toml:11, skills/analyzing-data/scripts/pyproject.toml:12, skills/migrating-dagster-to-airflow/scripts/pyproject.toml:11 and 19 more
Web addresses in its code:
- airflow.apache.orgastro-airflow-mcp/src/astro_airflow_mcp/cli/registry.py:22
- astral.shskills/analyzing-data/scripts/cli.py:50
- api.astronomer.ioastro-airflow-mcp/src/astro_airflow_mcp/telemetry.py:17
- public.cdn.getdbt.comskills/cosmos-dbt-fusion/SKILL.md:54
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onedata-engineering astronomer/agents · Plugin | 69 | ★ 458 | not measured | 2d ago |
| light-data-engineering Light0305/Light-skills · Skill Both about engineering | 57 | ★ 680 | ≈25 always | 4mo ago |
| code-engineering kangarooking/system-prompt-skills · Skill Both about engineering | 46 | ★ 213 | ≈38 always | 6mo ago |
| prompt-engineering giuseppe-trisciuoglio/developer-kit · Skill Both about engineering | 59 | ★ 360 | ≈24 always | 2mo ago |
| loop-engineering alvinunreal/oh-my-opencode-slim · Skill Both about engineering | 79 | ★ 9.7k | ≈27 always | 16d ago |
| feature-engineering skforecast/skforecast · Skill Both about engineering | 71 | ★ 1.5k | ≈22 always | 16d ago |