galaxy_classification_mcp

Enables classification of galaxy images by Hubble type and answering custom astronomy questions using the Qwen VL vision-language model via DashScope.

→ jyshangguan/galaxy_classification_mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 2 credentials: DASHSCOPE_API_KEY, QWEN_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretDASHSCOPE_API_KEY— sk-your-actual-api-key-here

🔐 secretQWEN_API_KEY— export ="sk-..."

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/jyshangguan-galaxy-classification-mcp-6hntl8)](https://m8ven.ai/mcp/jyshangguan-galaxy-classification-mcp-6hntl8)

commit: 1c5e970ea20188b904161460076d26d65a2df97a

code hash: 5fc42c95042a8a39138ac6492b69b28b1713f1548e579e1425a30e5241012300

verified: 6/22/2026, 12:29:52 PM

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