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 mcp/adrielp/ai-engineering-harness/kubernetesgit clone --depth 1 https://github.com/adrielp/ai-engineering-harnessWrote 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/mcp/adrielp/ai-engineering-harness/kubernetes)<a href="https://agentmods.dev/mcp/adrielp/ai-engineering-harness/kubernetes"><img src="https://agentmods.dev/badge/mcp/adrielp/ai-engineering-harness/kubernetes.svg" alt="Measured on agentmods" height="20"></a>Grade A, and why
kubernetes 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- kubernetes — 86% identical, 5 lines differ
What it actually says
{
"kubernetes": {
"command": "npx",
"args": [
"-y",
"kubernetes-mcp-server@latest"
],
"disabled": true
}
}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.
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 · 10 lines scan A add83d24298d
kubernetes is an MCP server published in the GitHub repository adrielp/ai-engineering-harness (20 stars, last pushed 2mo ago), licensed Apache-2.0. 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 2026-08-30.
Other mcp servers, from other repositories
openshift
Model Context Protocol (MCP) server for Kubernetes and OpenShift. Runs locally from the kubernetes-mcp-server npm package.
fly-io
MCP server for managing Fly.io machines, apps, logs, and Docker images. Runs locally from the fly-io-mcp-server npm package. Needs 5 environment variables to run.
Komodo MCP Server
MCP server "Komodo MCP Server" as configured in MP-Tool/komodo-mcp-server. Runs in Docker (KOMODO_URL=https://komodo.example.com:9120).
scalingo
Manage Scalingo PaaS apps, deployments, containers, logs and env vars from your AI assistant. Remote server at scalingo.usefulapi.io.
proxmox
MCP server "proxmox" as configured in dallaswk/proxmox-ai. Launched with /opt/proxmox-ai/.venv/bin/proxmox-ai. Needs 7 environment variables to run.
kubernetes-readonly-mcp
A read-only Kubernetes MCP server for safely interacting with Kubernetes clusters. Runs locally from the kubernetes-readonly-mcp Python package.