transparent-ai-apprentice

transparent-ai-apprentice is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from JMET04/ai-apprentice. Its token cost is not measured, scanned A, original, MIT.

A local MCP server for teaching and inspecting agent behavior. It supports host selection, teachable sessions, demonstrations of existing tools, public traces, and disabled rule drafts.

In plain words
What is it for?
Use it for native host selection, teaching sessions, tool demonstrations, public trace work, or drafting rules that are not enabled. It runs with Node from the listed project path.
Why use it?
It offers a local way to examine or guide agent behavior without requiring a model runtime, a separate model service, or an API key.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

Written for no agent in particular: it speaks MCP, so any client can run it. Also seen: listed in a Claude config.

One of 2 entries in .mcp.json — they are configured in one file and arrive together.

Good fit Use it for native host selection, teaching sessions, tool demonstrations, public trace work, or drafting rules that are not enabled. It runs with Node from the listed project path.

Compare 6 mcp servers from other repositories ↓
Install with agentmods
npx agentmods add mcp/jmet04/ai-apprentice/transparent-ai-apprentice-transparent-ai-apprentice
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/JMET04/ai-apprentice

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for transparent-ai-apprentice

README.md
[![agentmods](https://agentmods.dev/badge/mcp/jmet04/ai-apprentice/transparent-ai-apprentice-transparent-ai-apprentice.svg)](https://agentmods.dev/mcp/jmet04/ai-apprentice/transparent-ai-apprentice-transparent-ai-apprentice)
Your own site
<a href="https://agentmods.dev/mcp/jmet04/ai-apprentice/transparent-ai-apprentice-transparent-ai-apprentice"><img src="https://agentmods.dev/badge/mcp/jmet04/ai-apprentice/transparent-ai-apprentice-transparent-ai-apprentice.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

transparent-ai-apprentice scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/transparent-ai-apprentice/.mcp.json · 9 lines

What it actually says

{
  "transparent-ai-apprentice": {
    "command": "node",
    "args": [
      "./plugins/transparent-ai-apprentice/scripts/mcp-server.mjs"
    ],
    "note": "Local Agent-plugin MCP server for native host selection, teachable sessions, existing-tool demonstrations, public traces, and disabled rule drafts. It contains no model runtime and requires no separate model API or API key."
  }
}
Same file

What else .mcp.json configures

This page is one entry in a file that holds 2. Installing the file brings all of them; each is measured and scanned on its own page.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 9 lines scan A 9e06e23b8c67

Subscribe to this mod's changes

transparent-ai-apprentice is an MCP server published in the GitHub repository JMET04/ai-apprentice (1 stars, last pushed 17d ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.