log-ai-optimizer

Item: log-ai-optimizer
Rating: 67
Author: M8ven

Compresses log files into templates and statistics using Drain3, and exposes them to AI assistants via an MCP server for efficient log monitoring and anomaly detection.

→ JustinHabashi/log-ai-optimizer · 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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[![M8ven Score](https://m8ven.ai/badge/mcp/justinhabashi-log-ai-optimizer-1tc26p)](https://m8ven.ai/mcp/justinhabashi-log-ai-optimizer-1tc26p)

commit: 313455008ddfb331cab3d8e4aeab4bac0a138beb

code hash: dae4f4dfbdfcb50cf83c2071507dbaac6a7d3b65e4043a0aa6ce53b89e4656fb

verified: 7/6/2026, 10:33:06 AM

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