# mcp-ephemeral-k8s

> Use this tool when you need to dynamically spawn temporary Model Context Protocol servers on Kubernetes for scalable and efficient model serving. It solves problems of resource utilization and model deployment by providing an ephemeral server setup using Server-Sent Events. Ideal for use cases requiring on-demand model inference, testing, or development environments with multiple runtime support.

Canonical page: https://skillsregistry.net/skills/bobmerkus-mcp-ephemeral-k8s  
JSON: https://api.skillsregistry.net/v1/skills/bobmerkus-mcp-ephemeral-k8s

## Description

Enables spawning ephemeral Model Context Protocol (MCP) servers on Kubernetes using Server-Sent Events (SSE), supporting multiple runtimes.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gflmi8ffyw)
- **Repository:** <https://github.com/BobMerkus/mcp-ephemeral-k8s>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "bobmerkus-mcp-ephemeral-k8s"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bobmerkus-mcp-ephemeral-k8s` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bobmerkus-mcp-ephemeral-k8s/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt