io.github.loved0543-dotcom/kdata-gate

REMOTE · KDATA-GATE.VERCEL.APP · SCANNED AUG 3

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

Available components

+7 this week 61 61 Trust /100

Trust breakdown (6 categories)

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. How we score →

Endpoint Security63

The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
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. See how to fix → View diagnostics → Unverified
HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail

Transport & Reachability100

Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass

Schema Quality & AI Usability49

AI-judged instruction clarity (fair).Partial
Tool/resource definitions use about 1873 tokens (~72/item across 26 items; 26 tools + 0 resources), lean.Pass
Usage-examples check failed: none of the tools include examples. See how to fix → Fail

Stability & Change Management27

Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial

Tool Coverage67

100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
0% of tool parameters carry a description.Fail

Capabilities100

Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · kdata-gate.vercel.app

Claude Codex opencode OpenClaw Hermes Other

# add to Claude Code

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

# ~/.codex/config.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
    }
  }
}

# add to OpenClaw

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

# ~/.hermes/config.yaml

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

// mcp.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 we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

3 Aug 26 +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.
1 Aug 26 +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.
31 Jul 26 +3
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
30 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
29 Jul 26 +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.
27 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
26 Jul 26 53

First indexed and scored.

Show 6 earlier entries Hide earlier entries

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://kdata-gate.vercel.app/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject	Issuer	Valid from	Valid until	Key	Signature	Serial
CN=*.vercel.app	CN=WR1,O=Google Trust Services,C=US	28 Jun 2026	26 Sept 2026	RSA 2048	SHA256-RSA	b1c2b607df94f28513779ae26fecf92f
SANs: *.vercel.app
CN=WR1,O=Google Trust Services,C=US (CA)	CN=GTS Root R1,O=Google Trust Services LLC,C=US	13 Dec 2023	20 Feb 2029	RSA 2048	SHA256-RSA	7fd9e2c2d2048a0474b627a26d0868a7
CN=GTS Root R1,O=Google Trust Services LLC,C=US (CA)	CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE	19 Jun 2020	28 Jan 2028	RSA 4096	SHA256-RSA	77bd0d6cdb36f91aea210fc4f058d30d

DNSSEC insecure

Validation of kdata-gate.vercel.app. — Not signed

Zone	DS	Keys	Algorithms	Outcome
.	trust_anchor	20326, 38696	8, 8	Verified
app.	present	23684	8	Verified
vercel.app.	absent			Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation

Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result	No authorisation required
HTTP status	200

Header	Value
strict-transport-security	max-age=63072000; includeSubDomains; preload

Transports 2 probes

Transport	URL	Outcome	Status	Location
streamable-http	https://kdata-gate.vercel.app/mcp	Verified	200
http (plaintext)	http://kdata-gate.vercel.app/mcp	HTTPS enforced	308	https://kdata-gate.vercel.app/mcp

MCP tools — 26 exposed · ~1,873 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens

build_buyer_discovery_queue ~71

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 Output Examples

Name	Type	Req	Description
category	string	—	—
offer	string	—	—
target_market	string	—	—

No output schema declared.

No examples provided.

build_cash_sprint_packet ~68

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 Output Examples

Name	Type	Req	Description
target_krw	string	—	—
usd_krw	string	—	—

No output schema declared.

No examples provided.

build_compliance_scout_sample ~73

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 Output Examples

Name	Type	Req	Description
category	string	—	—
ingredients	string	—	—
target_market	string	—	—

No output schema declared.

No examples provided.

build_delivery_pack ~96

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 Output Examples

Name	Type	Req	Description
buyer	string	—	—
category	string	—	—
company	string	—	—
delivery_format	string	—	—
offer	string	—	—
target_market	string	—	—

No output schema declared.

No examples provided.

build_freelance_listing_pack ~90

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 Output Examples

Name	Type	Req	Description
category	string	—	—
offer	string	—	—
target_market	string	—	—

No output schema declared.

No examples provided.

build_invoice_draft_packet ~102

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 Output Examples

Name	Type	Req	Description
buyer	string	—	—
category	string	—	—
company	string	—	—
delivery_format	string	—	—
invoice_method	string	—	—
offer	string	—	—
target_market	string	—	—

No output schema declared.

No examples provided.

build_korea_seller_signal_pack ~71

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 Output Examples

Name	Type	Req	Description
category	string	—	—
price_band	string	—	—
target_market	string	—	—

No output schema declared.

No examples provided.

build_mcp_competitor_benchmark ~80

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 Output Examples

Name	Type	Req	Description
target_market	string	—	—

No output schema declared.

No examples provided.

build_operator_commercial_playbook ~83

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 Output Examples

Name	Type	Req	Description
target_krw	string	—	—
usd_krw	string	—	—

No output schema declared.

No examples provided.

build_sourcing_pack_report ~80

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 Output Examples

Name	Type	Req	Description
category	string	—	—
format	string	—	—
target_market	string	—	—

No output schema declared.

No examples provided.

create_buy_ship_cart_order ~161

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 Output Examples

Name	Type	Req	Description
accepted_b2b_cs	boolean	yes	—
accepted_regulatory_notice	boolean	yes	—
buyer_name	string	—	—
company	string	—	—
email	string	yes	—
items	array	yes	—
notes	string	—	—
ship_to_address	string	yes	—
ship_to_country	string	yes	—
target_market	string	—	—

No output schema declared.

No examples provided.

create_direct_buy_ship_order ~200

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 Output Examples

Name	Type	Req	Description
accepted_b2b_cs	boolean	yes	—
accepted_regulatory_notice	boolean	yes	—
buyer_name	string	—	—
category	string	—	—
company	string	—	—
email	string	yes	—
image	string	—	—
notes	string	—	—
product_title	string	yes	—
product_url	string	yes	—
quantity	integer	yes	—
ship_to_address	string	yes	—
ship_to_country	string	yes	—
target_market	string	—	—
unit_estimate_usd	number	yes	—

No output schema declared.

No examples provided.

get_kbeauty_ingredients ~73

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

Input Output Examples

Name	Type	Req	Description
cas	string	—	—
claim	string	—	—
country	string	—	—
ingredient	string	—	—
q	string	—	—

No output schema declared.

No examples provided.

get_korea_fx_macro ~33

Get Korea FX rates and macro indicators.

Input Output Examples

Name	Type	Req	Description
indicator	string	—	—
period	string	—	—

No output schema declared.

No examples provided.

get_korea_real_estate ~41

Get Korean apartment transaction records (MOLIT) in English.

Input Output Examples

Name	Type	Req	Description
region	string	—	—
yyyymm	string	—	—

No output schema declared.

No examples provided.

get_korea_tourism ~42

Get Korean tourism places and attractions in English.

Input Output Examples

Name	Type	Req	Description
area	string	—	—
lang	string	—	—
type	string	—	—

No output schema declared.

No examples provided.

get_korea_trends ~55

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

Input Output Examples

Name	Type	Req	Description
category	string	—	—
keyword	string	—	—
period	string	—	—

No output schema declared.

No examples provided.

get_korea_weather ~31

Get Korean weather conditions and forecasts.

Input Output Examples

Name	Type	Req	Description
city	string	—	—
type	string	—	—

No output schema declared.

No examples provided.

get_korean_company_filings ~46

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

Input Output Examples

Name	Type	Req	Description
corp	string	—	—
report	string	—	—
year	string	—	—

No output schema declared.

No examples provided.

get_korean_stock_disclosures ~59

Get Korean DART equity disclosures summarized in English.

Input Output Examples

Name	Type	Req	Description
corp	string	—	—
date_from	string	—	—
date_to	string	—	—
report	string	—	—
ticker	string	—	—

No output schema declared.

No examples provided.

get_korean_stock_flows ~63

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

Input Output Examples

Name	Type	Req	Description
date_from	string	—	—
date_to	string	—	—
investor	string	—	—
market	string	—	—
ticker	string	—	—

No output schema declared.

No examples provided.

get_korean_stock_fundamentals ~57

Get Korean stock fundamentals and valuation ratios.

Input Output Examples

Name	Type	Req	Description
corp	string	—	—
metric	string	—	—
quarter	string	—	—
ticker	string	—	—
year	string	—	—

No output schema declared.

No examples provided.

get_korean_stock_overview ~40

Get Korean stock market overview rows.

Input Output Examples

Name	Type	Req	Description
market	string	—	—
sector	string	—	—
ticker	string	—	—

No output schema declared.

No examples provided.

get_korean_stock_prices ~58

Get Korean stock OHLCV and traded value.

Input Output Examples

Name	Type	Req	Description
adjusted	string	—	—
date_from	string	—	—
date_to	string	—	—
market	string	—	—
ticker	string	—	—

No output schema declared.

No examples provided.

get_korean_stock_screeners ~48

Get derived Korean equity screening signals.

Input Output Examples

Name	Type	Req	Description
market	string	—	—
min_volume	string	—	—
preset	string	—	—
sector	string	—	—

No output schema declared.

No examples provided.

search_korean_products ~52

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

Input Output Examples

Name	Type	Req	Description
category	string	—	—
q	string	—	—
source	string	—	—

No output schema declared.

No examples provided.

On this page

Handy links

Scoring key

80+ high trust
60–79 medium
below 60 low

How we score

Score history · last 30 days

26 Jul 3 Aug

Day	Score
26 Jul	53
27 Jul	54
28 Jul	54
29 Jul	55
30 Jul	56
31 Jul	59
1 Aug	60
2 Aug	60
3 Aug	61