# PyTorch Lightning MCP Server

> Use this tool when you need to integrate PyTorch Lightning with external systems, agents, or tools, providing a structured API for seamless interaction and orchestration. It solves problems of compatibility and communication between PyTorch Lightning and other machine learning ecosystems. The server accepts API requests as input and outputs machine-readable responses, ideal for use in automated workflows and distributed training environments.

Canonical page: https://skillsregistry.net/skills/prat24-pytorch-lightning-mcp  
JSON: https://api.skillsregistry.net/v1/skills/prat24-pytorch-lightning-mcp

## Description

A minimal integration layer exposing PyTorch Lightning via a structured, machine-readable API for tools, agents, and orchestration systems.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** api-integration
- **Updated:** 2026-06-12

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/wa6co5r8u6)
- **Repository:** <https://github.com/prat24/pytorch-lightning-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": "prat24-pytorch-lightning-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/prat24-pytorch-lightning-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/prat24-pytorch-lightning-mcp/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