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.
npx agentmods add instructions/liquidz00/jamfmcp/claude-mdgit clone --depth 1 https://github.com/liquidz00/jamfmcpWrote 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/liquidz00/jamfmcp/claude-md)<a href="https://agentmods.dev/instructions/liquidz00/jamfmcp/claude-md"><img src="https://agentmods.dev/badge/instructions/liquidz00/jamfmcp/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 | $0.01765 | $0.01765 |
| Opus 5 | $0.00882 | $0.00882 |
| Sonnet 5 | $0.00353 | $0.00353 |
| Haiku 4.5 | $0.00177 | $0.00177 |
Grade A, and why
jamfmcp 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 5d 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 — 167 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 Overview
This is jamfmcp, an async MCP (Model Context Protocol) server for Jamf Pro integration. It provides tools for computer health analysis, inventory management, and policy monitoring through the Jamf Pro API. The project uses FastMCP to expose Jamf Pro functionality to AI assistants.
Development Commands
Setup and Installation
make install-dev # Install project with dev dependencies
make venv # Create virtual environment only
Testing
make test # Run all tests with verbose output
make test-cov # Run tests with coverage report
make test-cov-html # Generate HTML coverage report
uv run pytest tests/ -v # Direct pytest invocation
uv run pytest tests/test_api.py -v # Run specific test file
Note: The jamfsdk directory is excluded from test discovery and coverage reporting.
Code Quality
make lint # Check code style with ruff (format + lint)
make format # Auto-format code with ruff
make pre-commit # Install pre-commit hooks
make pre-commit-run # Run pre-commit on all files
Dependency Management
make lock # Update uv.lock file
make upgrade # Upgrade all dependencies to latest versions
Building
make build # Build wheel and sdist packages
Cleanup
make clean # Remove build artifacts and cache files
make flush # Deep clean (all generated files)
make restore # Full cleanup (clean + flush)
Architecture
Core Components
-
MCP Server (
server.py): FastMCP-based server exposing tools for Jamf Pro API interaction. All tools are async and handle ID parameters as strings or integers for MCP client compatibility. -
API Client (
api.py):JamfApiclass wraps the underlyingAsyncJamfProClientfrom jamfsdk. Provides high-level async methods for:- Computer inventory and history
- User and device lookups
- Policy and configuration profile management
- JCDS (Jamf Cloud Distribution Service) operations
- Organizational data (buildings, departments, sites, network segments)
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.
- 5d ago First seen · 167 lines · 1,765 tokens per session scan A 01d3119e3e74
jamfmcp CLAUDE.md is an instructions file published in the GitHub repository liquidz00/jamfmcp (8 stars, last pushed 13d ago), licensed Apache-2.0. It adds 1,765 tokens to every session, about $0.0088 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.
Other instructions, from other repositories
abm-mcp AGENTS.md
AGENTS.md instructions for o-sokhan/abm-mcp, covering agents.md, what this is, hard rules, auth gotchas (already handled — don't regress) and adding a tool.
RivalSearchMCP AGENTS.md
AGENTS.md instructions for damionrashford/RivalSearchMCP, covering agents.md, project overview, development commands, setup & running and install dependencies.
markdown-vault-mcp AGENTS.md
AGENTS.md instructions for pvliesdonk/markdown-vault-mcp, covering markdown vault mcp, design, project structure, conventions and skills.
substack-gateway-oss CLAUDE.md
Claude Code instructions for jakub-k-slys/substack-gateway-oss, covering claude.md, commands, install dependencies (dev included, all workspace members), run the server (dev mode with reload) and lint.
ocr-mcp AGENTS.md
AGENTS.md instructions for sandraschi/ocr-mcp, covering ocr-mcp — agent guide, entry points, quick ref, standards and key files.
calibremcp AGENTS.md
AGENTS.md instructions for sandraschi/calibremcp, covering calibremcp — agent guide, entry points, standards, key files and http daemon + stdio proxy.