learn-mcp
Pass
Audited by Gen Agent Trust Hub on Aug 31, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONDATA_EXFILTRATION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill fetches educational content (JSON manifests and Markdown documentation) from a repository belonging to the skill author (
fancyboi999/ai-engineering-from-scratch-zh). This is considered normal vendor functionality for a tutorial-based skill. - [COMMAND_EXECUTION]: The skill executes Python 3 scripts for labs (e.g.,
python3 phases/13-tools-and-protocols/06-mcp-fundamentals/code/main.py) and checks for a TypeScript runner. These actions are scoped to the local repository directory and are intended for educational purposes. - [DATA_EXFILTRATION]: While the skill accesses local project files and reads environment information (like
python3 --version), it explicitly instructs the agent to redact sensitive information such as tokens, secrets, cookies, and authorization headers from its logs (MCP-LEARNING.md). It does not send data to unauthorized external endpoints; network operations are limited to fetching course materials from the author's GitHub repository. - [PRIVILEGE_ESCALATION]: The skill includes a "Public deployment gate" which forces the agent to stop and request explicit user confirmation before any network binding or deployment activities, effectively implementing a least-privilege guardrail.
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