# Nunchi Translator MCP

> Use this tool when you need to decipher ambiguous Korean chat messages and respond appropriately, as it analyzes nuance, emotional tone, and context to suggest suitable replies for various social situations. It solves problems of miscommunication and cultural misunderstandings by providing insightful interpretations and suggested responses. The tool takes in Korean chat messages as input and outputs suggested replies, making it ideal for use in personal or professional interactions where cultural sensitivity is crucial.

Canonical page: https://skillsregistry.net/skills/jclee941-nunchi-translator-mcp  
JSON: https://api.skillsregistry.net/v1/skills/jclee941-nunchi-translator-mcp

## Description

Analyzes ambiguous Korean chat messages by interpreting nuance, emotional tone, and context, and suggests appropriate replies for social situations like apology, refusal, or setting boundaries.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-31

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/m2l3q64n86)
- **Repository:** <https://github.com/jclee941/nunchi-translator-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": "jclee941-nunchi-translator-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jclee941-nunchi-translator-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jclee941-nunchi-translator-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