leadbrain/korean-data-mcp

> Real-time Korean web data for AI assistants — powered by Apify actors.
A Model Context Protocol (MCP) server that gives Claude, Cursor, and other AI tools direct access to live Korean web data — including Naver reviews, Melon music charts, Daangn/Bunjang marketplace listings, Korean news, and Musinsa fashion rankings.
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🛠 Available Tools
| Tool | Description |
|------|-------------|
| get_naver_place_reviews | Fetch reviews for any Naver Place (restaurant, cafe, shop, etc.) |
| get_melon_chart | Real-time / daily / weekly Korean music chart (실시간 차트) |
| search_daangn | Search Daangn Market (당근마켓) C2C listings |
| search_bunjang | Search Bunjang (번개장터) marketplace |
| search_naver_news | Search Naver News articles by keyword |
| search_naver_places | Search Naver Map places by keyword + location |
| get_musinsa_ranking | Musinsa fashion ranking by category |
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🚀 Quick Start
1. Get an Apify API Token
Sign up at apify.com (free tier: $5/month credit included).
Copy your token from console.apify.com/account/integrations.
2. Install
Or with uv (recommended):
3. Set Environment Variable
4. Run the MCP Server
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⚙️ Claude Desktop Configuration
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
Or with uvx (no install needed):
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💬 Usage Examples
Once connected to Claude Desktop or another MCP client:
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🔧 Cursor / VS Code Configuration
Add to .cursor/mcp.json or .vscode/mcp.json:
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📊 Data Sources
All data is fetched live via Apify actors:
| Actor | Apify Store |
|-------|-------------|
| Naver Place Reviews | oxygenated_quagmire/naver-place-reviews |
| Melon Chart | oxygenated_quagmire/melon-chart-scraper |
| Daangn Market | oxygenated_quagmire/daangn-market-scraper |
| Bunjang Market | oxygenated_quagmire/bunjang-market-scraper |
| Naver News | oxygenated_quagmire/naver-news-scraper |
| Naver Place Search | oxygenated_quagmire/naver-place-search |
| Musinsa Ranking | oxygenated_quagmire/musinsa-ranking-scraper |
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💰 Pricing
- **Apify Free Tier**: $5/month credit — enough for ~1,000–5,000 tool calls
- Actor runs are billed per 1,000 items returned ($0.50/1K items)