llm-localfirst

A local-first LLM routing MCP server that keeps sensitive data on your own models, with fail-closed privacy and manager-worker delegation, exposing route and complete tools to any MCP client.

→ shaxzodbek-uzb/llm-localfirst · 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 4 concrete improvements 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/shaxzodbek-uzb-llm-localfirst-r81zyk)](https://m8ven.ai/mcp/shaxzodbek-uzb-llm-localfirst-r81zyk)

commit: 0fefbccd300f8697f5fc6984f974e898a98c61b0

code hash: fb23cff727b85faef089b6df3d51ce354df1cad0419bffa3a44cd292febd7e15

verified: 6/21/2026, 10:21:18 AM

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