apprentice-mcp

Enables AI assistants to act as apprentices that learn from users through the apprentice effect and spaced repetition, helping users solidify knowledge by teaching.

→ nancliu/apprentice-mcp · listed on glama

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// key findings

⚠️

Tests do not pass

Either the test suite is broken or the code regressed. Either way the published behaviour can’t be verified by the publisher’s own tests.

✅

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.

configAPPRENTICE_MCP_DB_PATH— SQLite 数据文件路径 ~/.apprentice-mcp/data.db

// 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.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/nancliu-apprentice-mcp-occyr1)](https://m8ven.ai/mcp/nancliu-apprentice-mcp-occyr1)

commit: 43746afd0cc82341a3edc054fdccc599e6406216

code hash: cf8fca53a78d8fccc8b1d3a4759ca05f6a4587c94f21dd6e1ce91ca9e0d288d7

verified: 7/6/2026, 10:33:02 AM

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