MCP Directory

leadbrain/korean-data-mcp

GitHub
Web Utilities

Real-time Korean web data — Naver place reviews, Melon music chart, Daangn/Bunjang marketplace listings, Naver news, Musinsa fashion rankings. 7 tools powered by Apify actors. Requires APIFY_TOKEN.

Overview

Direct install

Run the underlying MCP server directly — without Agent-CoreX routing.

npx -y korean-data-mcp

Use with Agent-CoreX

Agent-CoreX intelligently routes which tools from leadbrain/korean-data-mcp your AI agent actually needs per request — reducing token usage and cost.

agent-corex.json

{
  "mcpServers": {
    "korean-data-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "korean-data-mcp"
      ]
    }
  }
}

Route leadbrain/korean-data-mcp intelligently

Connect in 2 minutes. Only pay for the tools your agent actually uses.

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Installation Guide

Use with Agent-CoreX

Recommended: intelligent tool routing, lower costs

uvx agent-corex mcp add korean-data-mcp

Agent-CoreX selects only the tools your agent needs, cutting token usage by up to 60%.

Direct Install

Use leadbrain/korean-data-mcp directly without routing

npx -y korean-data-mcp

New to Agent-CoreX? View setup guide →

leadbrain/korean-data-mcp MCP Server — Agent-CoreX