# af-jupyterlab-mcp

> af-jupyterlab-mcp — maniaclab-af-jupyterlab-mcp. Use this tool when you need to manage JupyterLab servers on a Kubernetes cluster, creating, inspecting, and deleting per-user servers with GPU availability and image listing capabilities. It solves problems related to resource management, server provisioning, and environment configuration for data analysis and scientific computing. Ideal for users working with data-intensive applications on the UChicago ATLAS Analysis Facility cluster.

Canonical page: https://skillsregistry.net/skills/maniaclab-af-jupyterlab-mcp  
JSON: https://api.skillsregistry.net/v1/skills/maniaclab-af-jupyterlab-mcp

## Description

Enables users to create, inspect, list, and delete per-user JupyterLab servers on the UChicago ATLAS Analysis Facility Kubernetes cluster, with GPU availability and supported image listing tools.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-04

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-04

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/rcjd6q4pgj)
- **Repository:** <https://github.com/maniaclab/af-jupyterlab-mcp>

## 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": "maniaclab-af-jupyterlab-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/maniaclab-af-jupyterlab-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/maniaclab-af-jupyterlab-mcp/pull`

---
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