Apprentice

Item: Apprentice
Rating: 71
Author: M8ven

A local MCP server that delegates coding tasks to local Qwen and cloud Gemini models, enabling orchestrators like Claude Code to offload routine code generation and receive verified results with automatic correction logging.

→ m-555/Apprentice · 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.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configGOOGLE_APPLICATION_CREDENTIALS

configGOOGLE_CLOUD_PROJECT

// 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/m-555-apprentice-1dw41w)](https://m8ven.ai/mcp/m-555-apprentice-1dw41w)

commit: cf8c4f6b8a62e795885ab14e533b8606a457eb8c

code hash: 9c8c9a938217cc763b77c1966df484aeb234eac637eb2d8096701b7c3b930557

verified: 7/13/2026, 9:50:19 AM

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