Korean market data for agents: kimchi premium on a tradeable USDT basis, premium history and percentiles, Korean news translated to English. Pay-per-call in USDC via x402 — no account or API key.
claude mcp add k-data-mcp -- npx -y k-data-mcp{
"mcpServers": {
"k-data-mcp": {
"command": "npx",
"args": ["-y", "k-data-mcp"]
}
}
}Resumen de MCP Servers
# k-data-mcp
MCP server for **Korean market data**, metered per call in USDC over [x402](https://x402.org). No account, no API key, no signup — the server pays each request from a wallet you supply.
## What you get
- **Kimchi premium on a tradeable basis.** Everyone quotes the premium against the official USD/KRW rate, but Korean capital controls mean the KRW exit leg actually goes through USDT — so that number is not something you can trade on. This returns both, and they routinely disagree *in sign*: official can read −0.27% while the realizable basis is +0.19%.
- **Premium history and percentile context.** A continuously recorded archive answers "is this premium unusual right now?" — percentile, mean, stdev, z-score over 1h–90d. No free source publishes this, and it cannot be reconstructed after the fact.
- **Korean headlines translated to English**, from Yonhap, Maeil Business and Hankyung. Korean myriad units (억 / 조) are expanded deterministically before translation, so "989억달러" comes back as *$98.9 billion* rather than the 10×-off answer language models produce unaided.
- Upbit KRW quotes and market summaries, USD/KRW.
## Install
```bash
npx k-data-mcp
```
### Claude Desktop / Claude Code
```json
{
"mcpServers": {
"k-data": {
"command": "npx",
"args": ["-y", "k-data-mcp"],
"env": {
"K_DATA_PRIVATE_KEY": "0xYOUR_DEDICATED_WALLET_KEY",
"K_DATA_MAX_SPEND_USD": "1"
}
}
}
}
```
## Wallet setup
Each tool call spends real USDC, so the server will not start without a key and a budget.
1. Create a **dedicated** wallet — not your main one. The key sits in a config file and every call spends from it.
2. Fund it with the USDC you're willing to spend on Base. **No ETH needed**: x402 settles with an off-chain EIP-3009 signature and the facilitator pays the gas.
3. Set `K_DATA_MAX_SPEND_USD`. The server refuses any call that would push cumulative spend past it.
| Variable | Required | Default | Meaning |
|---|---|---|---|
| `K_DATA_PRIVATE_KEY` | yes | — | Private key of the paying wallet (USDC on Base) |
| `K_DATA_MAX_SPEND_USD` | no | `1` | Hard cap on cumulative spend for the session |
| `K_DATA_BASE_URL` | no | hosted service | Point at a different K-Data deployment |
## Tools
`list_endpoints` is **free** — call it first to see current prices and decide what's worth buying.
| Tool | Price | Returns |
|---|---|---|
| `list_endpoints` | free | Catalog, current prices, wallet address, remaining budget |
| `kimchi_premium` | $0.03 | Dual-basis premium (official + USDT) for up to 10 coins |
| `kimchi_premium_stats` | $0.12 | Percentile, mean, stdev, z-score of the premium over 1h–90d |
| `kimchi_premium_history` | $0.08 | Premium time series, both bases |
| `korea_market_snapshot` | $0.08 | One-call briefing: premium + markets + FX + translated headlines |
| `news_headlines_en` | $0.05 | Korean headlines with English translations |
| `crypto_krw_markets` | $0.01 | All Upbit KRW markets — volume leaders, gainers, losers |
| `news_headlines` | $0.01 | Korean headlines, untranslated |
| `crypto_krw_ticker` | $0.005 | One Upbit KRW quote |
| `fx_usdkrw` | $0.005 | USD/KRW rate |
Prices are read from the provider's catalog at startup, so this table reflects whatever the service currently charges.
## How payment works
Every paid endpoint answers an unpaid request with `HTTP 402` and a `PAYMENT-REQUIRED` header describing the price, asset and recipient. This server signs an EIP-3009 authorization for that exact amount and retries; the facilitator settles it on Base. Nothing is held on account — you pay per call, and stop paying when you stop calling.
## License
MIT
Lo que la gente pregunta sobre k-data-mcp
¿Qué es juh5ng/k-data-mcp?
+
juh5ng/k-data-mcp es mcp servers para el ecosistema de Claude AI. Korean market data for agents: kimchi premium on a tradeable USDT basis, premium history and percentiles, Korean news translated to English. Pay-per-call in USDC via x402 — no account or API key. Tiene 0 estrellas en GitHub y se actualizó por última vez today.
¿Cómo se instala k-data-mcp?
+
Puedes instalar k-data-mcp clonando el repositorio (https://github.com/juh5ng/k-data-mcp) o siguiendo las instrucciones del README en GitHub. ClaudeWave también te ofrece bloques de instalación rápida en esta misma página.
¿Es seguro usar juh5ng/k-data-mcp?
+
juh5ng/k-data-mcp aún no ha sido auditado por nuestro agente de seguridad. Revisa el repositorio original en GitHub antes de usarlo en producción.
¿Quién mantiene juh5ng/k-data-mcp?
+
juh5ng/k-data-mcp es mantenido por juh5ng. La última actividad registrada en GitHub es de today, con 0 issues abiertos.
¿Hay alternativas a k-data-mcp?
+
Sí. En ClaudeWave puedes explorar mcp servers similares en /categories/mcp, ordenados por popularidad o actividad reciente.
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