silicon-sampling

Item: silicon-sampling
Rating: 67
Author: M8ven

MCP server that implements a cognitive survey response framework by storing persona information in a modular database and allowing LLMs to selectively retrieve relevant modules for each survey question.

→ XuanyouLiu/silicon-sampling-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.

// 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 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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commit: 0f993aa4b6034760437c58314afae62d6f17e7ba

code hash: 5b7548c7fc047a1c5747351bfe445fde07f472c647f4581e98a4f97d5f7408c5

verified: 6/21/2026, 10:42:16 AM

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