# Deepghs MCP

> Use this tool when you need to streamline anime AI model development by discovering datasets, searching tags, and generating training pipeline code. It solves problems related to dataset management and training pipeline setup, providing a seamless interface for inputs such as dataset queries and outputs like generated code. Ideal for use cases involving anime AI ecosystem development, particularly with the DeepGHS framework.

Canonical page: https://skillsregistry.net/skills/citronlegacy-deepghs-mcp  
JSON: https://api.skillsregistry.net/v1/skills/citronlegacy-deepghs-mcp

## Description

MCP server for the DeepGHS anime AI ecosystem. Dataset discovery, tag search, character dataset finder, and training pipeline code generation.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ng4gv7jnbt)
- **Repository:** <https://github.com/citronlegacy/deepghs-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": "citronlegacy-deepghs-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/citronlegacy-deepghs-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/citronlegacy-deepghs-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