llmprobe

Probe LLM API endpoints and report health metrics including time to first token, latency, and throughput.

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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.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/jwrede-llmprobe-19dxl2)](https://m8ven.ai/mcp/jwrede-llmprobe-19dxl2)

commit: 06d3717fc0c096bba57bd377d426bb292f328357

code hash: c6a7761b2e423935831604611add148f2698a44f7cd2ec484670e245a20860cb

verified: 6/11/2026, 11:13:42 AM

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