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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.

MCP ServersOfficial Registry0 stars0 forksJavaScriptMITUpdated today
Install in Claude Code / Claude Desktop
Method: NPX · k-data-mcp
Claude Code CLI
claude mcp add k-data-mcp -- npx -y k-data-mcp
claude_desktop_config.json (Claude Desktop)
{
  "mcpServers": {
    "k-data-mcp": {
      "command": "npx",
      "args": ["-y", "k-data-mcp"]
    }
  }
}
1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
2. Replace any <placeholder> values with your API keys or paths.
3. Restart Claude. The MCP server and its tools appear automatically.
Use cases

MCP Servers overview

# 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

What people ask about k-data-mcp

What is juh5ng/k-data-mcp?

+

juh5ng/k-data-mcp is mcp servers for the Claude AI ecosystem. 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. It has 0 GitHub stars and was last updated today.

How do I install k-data-mcp?

+

You can install k-data-mcp by cloning the repository (https://github.com/juh5ng/k-data-mcp) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is juh5ng/k-data-mcp safe to use?

+

juh5ng/k-data-mcp has not been audited yet by our security agent. Review the original repository on GitHub before using it in production.

Who maintains juh5ng/k-data-mcp?

+

juh5ng/k-data-mcp is maintained by juh5ng. The last recorded GitHub activity is from today, with 0 open issues.

Are there alternatives to k-data-mcp?

+

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

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