WhiteCapData Dev

WhiteCapData-Dev

Operate a k3s / Kubernetes cluster straight from your AI agent — safe by default.

[](https://github.com/Michael-WhiteCapData/WhiteCapData-Dev/actions/workflows/ci.yml) [](https://pypi.org/project/whitecapdata-dev/) [](https://www.python.org/) [](https://modelcontextprotocol.io/) [](LICENSE)

An MCP server that lets an agent (Claude Code, Claude Desktop, Cursor, …) inspect and operate a Kubernetes / k3s cluster — your homelab box, a dev cluster, whatever your kubeconfig points at — without shelling out to kubectl. It talks to the Kubernetes API directly using your existing kubeconfig (or an in-cluster service account).

The design goal is safe by default: reads are always on; every mutating action (restart / scale / delete) is gated before the API call by a read-only switch and a namespace allowlist, so an over-eager agent can't touch kube-system or nuke a deployment you didn't sandbox.

> Name note: the PyPI package is whitecapdata-dev (the homelab-k8s-style name was taken); the import package and tools are k8s/homelab-focused as described here.

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Why you'd want this

• 🩺 One-call health. cluster_summary gives node + pod totals and the unhealthy pods, so the agent starts triage with real data.
• 🔒 Safe by default. Mutations are blocked unless the namespace is on your allowlist; flip HOMELAB_MCP_READONLY=1 to make the whole server read-only.
• 🧰 The operations you actually do. Pods, deployments, events, logs, node health, rollout-restart, scale, delete-pod.
• 🪶 No bespoke backend. Uses the standard Kubernetes API + your kubeconfig — nothing to deploy server-side.
• ✅ Tested. Pure logic is unit-tested with fakes; guard logic is tested against a mocked API. No cluster needed to run the suite.

Requirements

• A reachable cluster and a working kubeconfig (the same one kubectl uses), or run it in-cluster with a service account.
• Python 3.11+ (or just uvx).

Install

uvx whitecapdata-dev          # run directly
# or
pip install whitecapdata-dev  # then run: whitecapdata-dev

Claude Code

claude mcp add homelab -- uvx whitecapdata-dev

Claude Desktop / Cursor

{
  "mcpServers": {
    "homelab": {
      "command": "uvx",
      "args": ["whitecapdata-dev"],
      "env": {
        "HOMELAB_MCP_MUTABLE_NAMESPACES": "default,apps,monitoring",
        "HOMELAB_MCP_READONLY": "0"
      }
    }
  }
}

Run with Docker

A [Dockerfile](Dockerfile) is included. The server speaks MCP over stdio and reaches your cluster through a mounted kubeconfig. Run interactively (-i), starting read-only:

docker build -t whitecapdata-dev .
docker run --rm -i \
  -v "$HOME/.kube/config:/home/app/.kube/config:ro" \
  -e HOMELAB_MCP_READONLY=1 \
  whitecapdata-dev

Tools

| Tool | Kind | Description | | --- | --- | --- | | cluster_summary | read | Node/pod health totals + unhealthy pods | | list_pods | read | Pods (optionally one namespace), unhealthy first | | list_deployments | read | Deployments with ready/desired replicas | | list_events | read | Recent events, Warnings first | | pod_logs | read | Tail a pod's logs | | node_health | read | Per-node readiness, kubelet, capacity, pressure | | restart_deployment | write | Rollout-restart (allowlisted namespaces) | | scale_deployment | write | Scale to N replicas (0..max, allowlisted) | | delete_pod | write | Delete a pod; its controller recreates it (allowlisted) | | server_info | read | Effective config (context, read-only, allowlist) |

Configuration

| Variable | Default | Description | | --- | --- | --- | | HOMELAB_MCP_CONTEXT | current-context | kubeconfig context to use | | HOMELAB_MCP_READONLY | 0 | 1/true disables all mutating tools | | HOMELAB_MCP_MUTABLE_NAMESPACES | default,apps,monitoring,ci | Namespaces mutations may touch; * = all | | HOMELAB_MCP_MAX_REPLICAS | 10 | Upper bound for scale_deployment |

Safety model

1. Read-only switch — HOMELAB_MCP_READONLY=1 rejects every mutating tool up front.
2. Namespace allowlist — mutating tools refuse any namespace not in HOMELAB_MCP_MUTABLE_NAMESPACES (default a homelab-friendly set; * opts into all).
3. Bounded scale — scale_deployment clamps to 0..HOMELAB_MCP_MAX_REPLICAS.

The cluster's own RBAC still applies on top — this server can only do what the kubeconfig identity is permitted to do.

Development

git clone https://github.com/Michael-WhiteCapData/WhiteCapData-Dev
cd WhiteCapData-Dev
uv pip install -e ".[dev]"
ruff check .
pytest          # no cluster required — APIs are faked/mocked

See [CONTRIBUTING.md](CONTRIBUTING.md).

License

[MIT](LICENSE) © Michael Tierney

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: Michael-WhiteCapData
• Source: Michael-WhiteCapData/WhiteCapData-Dev
• License: MIT

Install and usage instructions live in the source repository linked above.