Borrowing it
Nothing to install: this file belongs to OtakuXavier/jamf-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/OtakuXavier/jamf-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/OtakuXavier/jamf-mcpWrote 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.
[](https://agentmods.dev/instructions/otakuxavier/jamf-mcp/claude-md)<a href="https://agentmods.dev/instructions/otakuxavier/jamf-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/otakuxavier/jamf-mcp/claude-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01138 | $0.01138 |
| Opus 5 | $0.00569 | $0.00569 |
| Sonnet 5 | $0.00228 | $0.00228 |
| Haiku 4.5 | $0.00114 | $0.00114 |
Grade A, and why
jamf-mcp CLAUDE.md 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.
How it starts
The opening of the file, as written. The whole thing — 108 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project
A Claude Desktop MCP (Model Context Protocol) server providing a natural-language interface for three Jamf products:
- Jamf Pro — macOS/iOS/tvOS device management
- Jamf Protect — endpoint security and threat detection
- Jamf Security Cloud — device risk management (RISK API)
Commands
# Install dependencies
uv sync
# Run the server (stdio, for Claude Desktop)
uv run jamf-mcp
# Run with environment file
uv run --env-file .env jamf-mcp
# Install in development mode
uv pip install -e .
# Test a tool directly (set env vars first)
python -c "
import asyncio, os
os.environ['JAMF_PRO_URL'] = 'https://yourorg.jamfcloud.com'
# ... set other vars
from jamf_mcp.tools.setup import register
from mcp.server.fastmcp import FastMCP
mcp = FastMCP('test')
register(mcp)
"
API Documentation
- Jamf Pro: https://developer.jamf.com/jamf-pro/docs/jamf-pro-api-overview
- Jamf Protect: https://learn.jamf.com/r/en-US/jamf-protect-documentation/Jamf_Protect_API
- Jamf Security Cloud RISK API: https://developer.jamf.com/jamf-security/docs/risk-api-2
Architecture
src/jamf_mcp/
├── server.py # FastMCP server factory — registers all tools
├── config.py # Env-var-backed config dataclasses (one per product)
├── response.py # ok()/err()/not_configured() helpers + ensure_list()
├── api/
│ ├── pro.py # Jamf Pro client — OAuth2/Basic, XML+JSON, token cache
│ ├── protect.py # Jamf Protect GraphQL client + token cache
│ └── security.py # Jamf Security Cloud REST client + token cache
└── tools/
├── setup.py # jamf_get_setup_status, jamf_configure_help (always on)
├── pro/ # 37 Jamf Pro tools
└── protect/ # 6 Jamf Protect tools
└── security/ # 2 Jamf Security Cloud tools
Tool Registration
server.py creates the FastMCP instance and calls register(mcp) from each tool module. Each tool module exports a single register(mcp: FastMCP) -> None function that decorates its tools with @mcp.tool().
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.
- 6d ago First seen · 108 lines · 1,138 tokens per session scan A cbdddd8095b8
jamf-mcp CLAUDE.md is an instructions file published in the GitHub repository OtakuXavier/jamf-mcp (0 stars, last pushed 2mo ago), licensed MIT. It adds 1,138 tokens to every session, about $0.0057 per session on Opus 5. 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.
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