# mcp-server-lightning-exec

> Use this tool when you need to execute Python code, files, or notebooks on powerful GPU hardware without local setup, solving resource-intensive computation problems and enabling scalable development. It takes in Python scripts and notebooks as input and outputs the execution results, leveraging Lightning.ai GPU Studios for processing. Ideal for use cases requiring accelerated computing, such as data science, machine learning, and AI model training.

Canonical page: https://skillsregistry.net/skills/pdwi2020-mcp-server-lightning-exec  
JSON: https://api.skillsregistry.net/v1/skills/pdwi2020-mcp-server-lightning-exec

## Description

Enables MCP-compatible assistants to execute Python code, files, and notebooks on Lightning.ai GPU Studios (T4, L4, A10G, A100, or CPU) without local GPU hardware.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** iot-hardware
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hgcqwk7spc)
- **Repository:** <https://github.com/pdwi2020/mcp-server-lightning-exec>

## 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": "pdwi2020-mcp-server-lightning-exec"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/pdwi2020-mcp-server-lightning-exec` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/pdwi2020-mcp-server-lightning-exec/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