dot-ai — Claude Code MCP server: what it does, how to install
Connects coding agents to Kubernetes clusters to inspect workloads, diagnose outages, and draft rollout manifests. Built for platform and operations tasks.
claude mcp add dot-ai -- npx -y @vfarcic/dot-aiWhat dot-ai does
The server connects AI coding assistants directly to Kubernetes through the Model Context Protocol and the Vercel AI SDK. Assistants can query cluster health using ordinary language, track down the root cause of failing pods, and recommend deployment configurations. When troubleshooting operational incidents, the engine isolates raw cluster output from operator instructions to maintain a clear security boundary.
Beyond cluster diagnostics, the package runs semantic lookups across team documentation, validates organizational policies, and initializes repositories with governance files. The project holds beta status and records anonymous telemetry out of the box. Running it locally depends on Node.js and npx.
What it helps with
- Pinpoint root causes behind failing Kubernetes workloads
- Generate deployment parameters for new cluster services
- Search internal architecture and operations documentation
- Scaffold code repositories with standard governance files
Example prompts for the agent
- Inspect the failing pods in staging and explain why the container crashed
- Recommend deployment manifest parameters for this background worker
- Search our platform documentation for ingress routing rules
How to install dot-ai
Platform CLI
claude mcp add dot-ai -- npx -y @vfarcic/dot-aiPlatform CLI
codex mcp add dot-ai -- npx -y @vfarcic/dot-aiConfig file
{
"mcpServers": {
"dot-ai": {
"command": "npx",
"args": [
"-y",
"@vfarcic/dot-ai"
]
}
}
}Config file
{
"servers": {
"dot-ai": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@vfarcic/dot-ai"
]
}
}
}Platform CLI
gemini mcp add dot-ai npx -y @vfarcic/dot-aiStep by step, with commands for each platform: How to add an MCP server to Claude Code, Codex, Cursor, VS Code, Gemini CLI and more
Questions about dot-ai
How to install dot-ai in Claude Code?
Run claude mcp add dot-ai -- npx -y @vfarcic/dot-ai in your terminal. The assistant will register the server and gain access to Kubernetes tools.
What does the dot-ai MCP server do?
It lets coding assistants inspect Kubernetes clusters, troubleshoot failing workloads, search team docs, and manage deployment standards through conversational prompts.
Does dot-ai send telemetry?
Yes, anonymous usage statistics are gathered by default. You can opt out by following the telemetry guide in the project documentation.
