hicar-mcp

Provides AI assistants with structured, authoritative knowledge of the HICAR atmospheric model, including namelist options, physics schemes, output variables, documentation, and source code.

→ HICAR-Model/hicar-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: VOYAGE_API_KEY, OPENAI_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.

configHICAR_BINARY— validate_namelist(use_binary=True), --gen-nml parity a compiled HICAR ( or bin/HICAR) static validation only

configHICAR_MCP_CACHE

configXDG_CACHE_HOME

configHICAR_MCP_EMBEDDER

🔐 secretVOYAGE_API_KEY— Higher-quality semantic (live rebuild) hicar-mcp[api] + /OPENAI_API_KEY local model

🔐 secretOPENAI_API_KEY— Higher-quality semantic (live rebuild) hicar-mcp[api] + VOYAGE_API_KEY/ local model

// 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 5 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/hicar-model-hicar-mcp-12ik4j)](https://m8ven.ai/mcp/hicar-model-hicar-mcp-12ik4j)

commit: 0fd590e0030955ba42596d3b98986119a4abcd91

code hash: 8f0c3579954ceafa203591b5b19459a7103ccdedaddfdf70ff4cd7204de2b0d1

verified: 6/26/2026, 9:35:44 AM

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