ppb-mcp

Item: ppb-mcp
Rating: 43
Author: M8ven

Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM, concurrent users) as tools for LLM clients.

→ paulplee/ppb-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/paulplee-ppb-mcp-1457x1)](https://m8ven.ai/mcp/paulplee-ppb-mcp-1457x1)

commit: 11c6b3bb9657c46803dd38b6306c6ffe7f716874

code hash: c796d87cd1fa2b6bc2239261ec6a2726a634bc70ab78b084a029ccf743611056

verified: 6/10/2026, 10:39:01 AM

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