# io.github.loved0543-dotcom/kdata-gate (remote · kdata-gate.vercel.app)

Korean market data for AI agents: K-beauty/K-food products, Naver trends, stocks, real estate.

- Trust score: 61/100 (medium)
- Change this week: +7
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `kdata-gate.vercel.app`: 61/100 (this document), [markdown](https://verifymcp.io/servers/loved0543-dotcom-kdata-gate/kdata-gate.md), [page](https://verifymcp.io/servers/loved0543-dotcom-kdata-gate/kdata-gate)

## Channel facts

- Endpoint: `https://kdata-gate.vercel.app/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.1.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 26 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 49/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 1873 tokens (~72/item across 26 items; 26 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http loved0543-dotcom-kdata-gate https://kdata-gate.vercel.app/mcp
```

### Codex

```toml
[mcp_servers.loved0543-dotcom-kdata-gate]
url = "https://kdata-gate.vercel.app/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "loved0543-dotcom-kdata-gate": {
      "type": "remote",
      "url": "https://kdata-gate.vercel.app/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add loved0543-dotcom-kdata-gate --url https://kdata-gate.vercel.app/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  loved0543-dotcom-kdata-gate:
    url: "https://kdata-gate.vercel.app/mcp"
```

### Other

```json
{
  "mcpServers": {
    "loved0543-dotcom-kdata-gate": {
      "type": "http",
      "url": "https://kdata-gate.vercel.app/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 61, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-01 (score 60, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 59, +3)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 56, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 55, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 54, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 53)

First indexed and scored.

## MCP tools (26)

### `search_korean_products` (~52 tokens)

Search Korean products including K-beauty, K-food, and K-pop merch categories. English JSON.

Input parameters:

- `category` (string)
- `q` (string)
- `source` (string)

### `get_kbeauty_ingredients` (~73 tokens)

Lookup MFDS cosmetics ingredient source mapping for K-beauty sellers. Official-source mapping only, not legal advice or import clearance.

Input parameters:

- `cas` (string)
- `claim` (string)
- `country` (string)
- `ingredient` (string)
- `q` (string)

### `get_korea_trends` (~55 tokens)

Get Korean (Naver) search trend indices for a keyword — viral detection for K-beauty/K-food.

Input parameters:

- `category` (string)
- `keyword` (string)
- `period` (string)

### `get_korea_real_estate` (~41 tokens)

Get Korean apartment transaction records (MOLIT) in English.

Input parameters:

- `region` (string)
- `yyyymm` (string)

### `get_korean_company_filings` (~46 tokens)

Get Korean company profiles and filings (DART) in English.

Input parameters:

- `corp` (string)
- `report` (string)
- `year` (string)

### `get_korean_stock_overview` (~40 tokens)

Get Korean stock market overview rows.

Input parameters:

- `market` (string)
- `sector` (string)
- `ticker` (string)

### `get_korean_stock_prices` (~58 tokens)

Get Korean stock OHLCV and traded value.

Input parameters:

- `adjusted` (string)
- `date_from` (string)
- `date_to` (string)
- `market` (string)
- `ticker` (string)

### `get_korean_stock_fundamentals` (~57 tokens)

Get Korean stock fundamentals and valuation ratios.

Input parameters:

- `corp` (string)
- `metric` (string)
- `quarter` (string)
- `ticker` (string)
- `year` (string)

### `get_korean_stock_disclosures` (~59 tokens)

Get Korean DART equity disclosures summarized in English.

Input parameters:

- `corp` (string)
- `date_from` (string)
- `date_to` (string)
- `report` (string)
- `ticker` (string)

### `get_korean_stock_flows` (~63 tokens)

Get Korean investor flow, program trading, short, and lending data.

Input parameters:

- `date_from` (string)
- `date_to` (string)
- `investor` (string)
- `market` (string)
- `ticker` (string)

### `get_korean_stock_screeners` (~48 tokens)

Get derived Korean equity screening signals.

Input parameters:

- `market` (string)
- `min_volume` (string)
- `preset` (string)
- `sector` (string)

### `get_korea_fx_macro` (~33 tokens)

Get Korea FX rates and macro indicators.

Input parameters:

- `indicator` (string)
- `period` (string)

### `get_korea_tourism` (~42 tokens)

Get Korean tourism places and attractions in English.

Input parameters:

- `area` (string)
- `lang` (string)
- `type` (string)

### `get_korea_weather` (~31 tokens)

Get Korean weather conditions and forecasts.

Input parameters:

- `city` (string)
- `type` (string)

### `build_korea_seller_signal_pack` (~71 tokens)

Build a seller-ready Korea sourcing signal pack with product candidates, trend signal, demand board summary, close path, and legal guardrails. No payment collection or private endpoint bypass.

Input parameters:

- `category` (string)
- `price_band` (string)
- `target_market` (string)

### `build_sourcing_pack_report` (~80 tokens)

Build a seller-facing sourcing pack report with market validation, Korea source-backed price context, target-market competition checks, listing export handoff, risk notes, and paid report path. No checkout, physical purchase, shipping, or profit guarantee.

Input parameters:

- `category` (string)
- `format` (string)
- `target_market` (string)

### `build_cash_sprint_packet` (~68 tokens)

Build an operator-confirmed cash sprint packet with target revenue math, buyer segment queues, close scripts, proof links, and guardrails. No sending, invoicing, or payment collection.

Input parameters:

- `target_krw` (string)
- `usd_krw` (string)

### `build_compliance_scout_sample` (~73 tokens)

Build a buyer-ready MFDS K-beauty ingredient source-map sample for Compliance Scout. Official-source mapping only; not legal advice, import clearance, sending, invoicing, or payment collection.

Input parameters:

- `category` (string)
- `ingredients` (string)
- `target_market` (string)

### `build_buyer_discovery_queue` (~71 tokens)

Build an operator-confirmed buyer discovery queue with public search links, qualification rules, proof assets, and guardrails. No scraping, sending, posting, invoicing, or payment collection.

Input parameters:

- `category` (string)
- `offer` (string)
- `target_market` (string)

### `build_invoice_draft_packet` (~102 tokens)

Build an operator-confirmed draft invoice packet with line items, buyer wording, payment-method placeholders, and operator checks. Draft only; no invoice issued, payment link generated, sending, or collection.

Input parameters:

- `buyer` (string)
- `category` (string)
- `company` (string)
- `delivery_format` (string)
- `invoice_method` (string)
- `offer` (string)
- `target_market` (string)

### `build_delivery_pack` (~96 tokens)

Build an operator-confirmed paid delivery scope pack with deliverables, acceptance criteria, QA checklist, buyer wording, proof links, and guardrails. Does not start delivery, send files, invoice, or collect payment.

Input parameters:

- `buyer` (string)
- `category` (string)
- `company` (string)
- `delivery_format` (string)
- `offer` (string)
- `target_market` (string)

### `build_freelance_listing_pack` (~90 tokens)

Build operator-confirmed Upwork/Fiverr/Contra/LinkedIn/Reddit listing copy, price tiers, buyer requirements, proposal templates, proof links, and guardrails. Does not create accounts, post, submit proposals, DM, email, invoice, or collect payment.

Input parameters:

- `category` (string)
- `offer` (string)
- `target_market` (string)

### `build_operator_commercial_playbook` (~83 tokens)

Build the commercial operator playbook: what to deploy, where to list, what the user must do, offer stack, proof links, and guardrails. Does not post, submit, DM, invoice, collect payment, change accounts, or activate Paddle.

Input parameters:

- `target_krw` (string)
- `usd_krw` (string)

### `build_mcp_competitor_benchmark` (~80 tokens)

Build a benchmark packet comparing overseas ecommerce/seller MCP patterns against K-Data Gate positioning. It returns patterns to copy, gaps to own, listing copy, proof links, source notes, and guardrails. Does not submit to hubs, scrape, invoice, collect payment, or activate Paddle.

Input parameters:

- `target_market` (string)

### `create_direct_buy_ship_order` (~200 tokens)

Compatibility tool: create a manual Korean buy/shipping exception request for an overseas seller. K-Data Gate is primarily sourcing intelligence and listing automation. This records product, quantity, destination address, and seller responsibility consent. It does not collect money or trigger Korean purchasing; ordinary exceptions return payment_pending and risky requests return review_required.

Input parameters:

- `accepted_b2b_cs` (boolean, required)
- `accepted_regulatory_notice` (boolean, required)
- `buyer_name` (string)
- `category` (string)
- `company` (string)
- `email` (string, required)
- `image` (string)
- `notes` (string)
- `product_title` (string, required)
- `product_url` (string, required)
- `quantity` (integer, required)
- `ship_to_address` (string, required)
- `ship_to_country` (string, required)
- `target_market` (string)
- `unit_estimate_usd` (number, required)

### `create_buy_ship_cart_order` (~161 tokens)

Compatibility tool: create a multi-item manual Korean buy/shipping exception request for an overseas seller or seller agent. This is not the main product flow. It records bundled products, quantities, destination address, and seller responsibility consent. It does not collect money or trigger Korean purchasing; ordinary exceptions return payment_pending and risky requests return review_required.

Input parameters:

- `accepted_b2b_cs` (boolean, required)
- `accepted_regulatory_notice` (boolean, required)
- `buyer_name` (string)
- `company` (string)
- `email` (string, required)
- `items` (array, required)
- `notes` (string)
- `ship_to_address` (string, required)
- `ship_to_country` (string, required)
- `target_market` (string)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/loved0543-dotcom-kdata-gate/kdata-gate#diagnostics

## Score history

- 2026-08-03: 61
- 2026-08-02: 60
- 2026-08-01: 60
- 2026-07-31: 59
- 2026-07-30: 56
- 2026-07-29: 55
- 2026-07-28: 54
- 2026-07-27: 54
- 2026-07-26: 53

## Links

- Remote endpoint: https://kdata-gate.vercel.app/mcp
- Repository: https://github.com/loved0543-dotcom/kdata-gate-mcp
- Changelog RSS feed: https://verifymcp.io/servers/loved0543-dotcom-kdata-gate/kdata-gate/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/loved0543-dotcom-kdata-gate/kdata-gate/changelog.json
- HTML version of this page: https://verifymcp.io/servers/loved0543-dotcom-kdata-gate/kdata-gate