infra-advisor-mcp

Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO for AI workloads using deterministic calculators.

→ c3-yang-song/LLM-Infra-Advisor-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.

// 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 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/c3-yang-song-llm-infra-advisor-mcp-d3cojf)](https://m8ven.ai/mcp/c3-yang-song-llm-infra-advisor-mcp-d3cojf)

commit: 5bf88f702c0b12f80512b499971ae977aa0a159d

code hash: 9fdaafed2abcbaa6f5d00190a0185b60a5010897c1cb543c0391ae11f3084b66

verified: 6/14/2026, 9:59:21 AM

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