galaxy_morphology_mcp

Enables galaxy morphology analysis by running GALFIT and GalfitS fits on single- and multi-band images, with optional VLM-based residual analysis.

→ weinaike/galaxy_morphology_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.

🔐

You'll be asked for 3 credentials: ZAI_API_KEY, OPENAI_API_KEY, CLAUDECODE_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.

🔐 secretZAI_API_KEY

configZAI_BASE_URL

configGLM_MODEL

🔐 secretOPENAI_API_KEY— your_api_key_here

configOPENAI_BASE_URL— 可选，默认使用官方端点

configOPENAI_MODEL— gemini-3-flash-preview # 推荐 gemini-3-flash-preview（性价比高）

configGALFIT_BIN— run_galfit 执行 GALFIT 单波段拟合，返回优化的 FITS 文件、对比图像和拟合摘要需设置

configGALFITS_BIN— run_galfits 执行 GalfitS 多波段同时拟合，返回摘要文件、图像、SED 模型等结果需设置

configGS_DATA_PATH— /path/to/gs_data # GalfitS 数据目录

configMCP_ALLOWED_HOSTS— 允许的主机，默认允许所有

configBEST_ROUND_TRACKING

configBEST_ROUND_VERBOSE

configCLAUDECODE_MODEL— gemini-3-flash-preview

configXLA_PYTHON_CLIENT_PREALLOCATE

configANALYSIS_MODE— Claude Code Agent SDK 配置（=cc 时需要）

🔐 secretCLAUDECODE_API_KEY— your_anthropic_api_key_here

configVLM_DEFERRED_SYSTEM

configGALFITS_PYTHON

configPYTHON

configVISUALRAG_SERVICE_URL— 留空即关闭（静默降级为无参考样例的单图分析）

configVISUALRAG_ENABLED— 1 # kill-switch，仅 =0 关闭（判据 != "0"，故 =false/no/off 不生效，须写 0）

configVISUALRAG_TOP_K— 5 # 每个 role（baseline/positive/hard_negative）检索返回上限

configVISUALRAG_STRATEGY— both # 检索策略：both = DINOv2 视觉嵌入 + 参数化特征双特征

// 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 2 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/weinaike-galaxy-morphology-mcp-1xehy8)](https://m8ven.ai/mcp/weinaike-galaxy-morphology-mcp-1xehy8)

commit: aed7f530d3e3c5f7333a9ef30fa0c88cb966d147

code hash: 73dd2dd1fd0ea394eed9718f2bd64db88bf609d4cfead46caf2265accab63d8d

verified: 6/24/2026, 10:29:16 AM

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