MCP MeasureMCP Measure

index observed

kdata-gate

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

Should I use this

Quality & Safety

B
Description quality
95%
Schema completeness
71%
Naming quality
99%
Poisoning risk
80%
Permission match
100%
Protocol compliance
100%

Findings (4)

  • HIGHTool poisoning patterns detected
  • MEDIUMTool 'build_invoice_draft_packet' description contains placeholder textin build_invoice_draft_packet
  • LOWTool 'build_operator_commercial_playbook' name length outside 3-30 rangein build_operator_commercial_playbook
  • INFOTool description contains placeholder or incomplete textin build_invoice_draft_packet

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~2,913Tokens (tool definitions)
~763 BTypical response size
Significant attention impact (2.28% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "kdata-gate": {
      "url": "https://kdata-gate.vercel.app/mcp"
    }
  }
}

Remote endpoints

https://kdata-gate.vercel.app/mcpstreamable-http

What it can do

Tool inventory

Tools (26)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_korean_products(q, category, source)

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

Input Schema

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string"
    },
    "category": {
      "type": "string"
    },
    "source": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_kbeauty_ingredients(ingredient, q, cas, claim, country)

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

Input Schema

{
  "type": "object",
  "properties": {
    "ingredient": {
      "type": "string"
    },
    "q": {
      "type": "string"
    },
    "cas": {
      "type": "string"
    },
    "claim": {
      "type": "string"
    },
    "country": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korea_trends(keyword, category, period)

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

Input Schema

{
  "type": "object",
  "properties": {
    "keyword": {
      "type": "string"
    },
    "category": {
      "type": "string"
    },
    "period": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korea_real_estate(region, yyyymm)

Get Korean apartment transaction records (MOLIT) in English.

Input Schema

{
  "type": "object",
  "properties": {
    "region": {
      "type": "string"
    },
    "yyyymm": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korean_company_filings(corp, report, year)

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

Input Schema

{
  "type": "object",
  "properties": {
    "corp": {
      "type": "string"
    },
    "report": {
      "type": "string"
    },
    "year": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korean_stock_overview(ticker, market, sector)

Get Korean stock market overview rows.

Input Schema

{
  "type": "object",
  "properties": {
    "ticker": {
      "type": "string"
    },
    "market": {
      "type": "string"
    },
    "sector": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korean_stock_prices(ticker, market, date_from, date_to, adjusted)

Get Korean stock OHLCV and traded value.

Input Schema

{
  "type": "object",
  "properties": {
    "ticker": {
      "type": "string"
    },
    "market": {
      "type": "string"
    },
    "date_from": {
      "type": "string"
    },
    "date_to": {
      "type": "string"
    },
    "adjusted": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korean_stock_fundamentals(ticker, corp, year, quarter, metric)

Get Korean stock fundamentals and valuation ratios.

Input Schema

{
  "type": "object",
  "properties": {
    "ticker": {
      "type": "string"
    },
    "corp": {
      "type": "string"
    },
    "year": {
      "type": "string"
    },
    "quarter": {
      "type": "string"
    },
    "metric": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korean_stock_disclosures(ticker, corp, report, date_from, date_to)

Get Korean DART equity disclosures summarized in English.

Input Schema

{
  "type": "object",
  "properties": {
    "ticker": {
      "type": "string"
    },
    "corp": {
      "type": "string"
    },
    "report": {
      "type": "string"
    },
    "date_from": {
      "type": "string"
    },
    "date_to": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korean_stock_flows(ticker, market, investor, date_from, date_to)

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

Input Schema

{
  "type": "object",
  "properties": {
    "ticker": {
      "type": "string"
    },
    "market": {
      "type": "string"
    },
    "investor": {
      "type": "string"
    },
    "date_from": {
      "type": "string"
    },
    "date_to": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korean_stock_screeners(preset, market, sector, min_volume)

Get derived Korean equity screening signals.

Input Schema

{
  "type": "object",
  "properties": {
    "preset": {
      "type": "string"
    },
    "market": {
      "type": "string"
    },
    "sector": {
      "type": "string"
    },
    "min_volume": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korea_fx_macro(indicator, period)

Get Korea FX rates and macro indicators.

Input Schema

{
  "type": "object",
  "properties": {
    "indicator": {
      "type": "string"
    },
    "period": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korea_tourism(area, type, lang)

Get Korean tourism places and attractions in English.

Input Schema

{
  "type": "object",
  "properties": {
    "area": {
      "type": "string"
    },
    "type": {
      "type": "string"
    },
    "lang": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_korea_weather(city, type)

Get Korean weather conditions and forecasts.

Input Schema

{
  "type": "object",
  "properties": {
    "city": {
      "type": "string"
    },
    "type": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪build_korea_seller_signal_pack(category, target_market, price_band)

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 Schema

{
  "type": "object",
  "properties": {
    "category": {
      "type": "string"
    },
    "target_market": {
      "type": "string"
    },
    "price_band": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪build_sourcing_pack_report(category, target_market, format)

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 Schema

{
  "type": "object",
  "properties": {
    "category": {
      "type": "string"
    },
    "target_market": {
      "type": "string"
    },
    "format": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪build_cash_sprint_packet(target_krw, usd_krw)

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 Schema

{
  "type": "object",
  "properties": {
    "target_krw": {
      "type": "string"
    },
    "usd_krw": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪build_compliance_scout_sample(category, target_market, ingredients)

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 Schema

{
  "type": "object",
  "properties": {
    "category": {
      "type": "string"
    },
    "target_market": {
      "type": "string"
    },
    "ingredients": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢build_buyer_discovery_queue(category, target_market, offer)

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 Schema

{
  "type": "object",
  "properties": {
    "category": {
      "type": "string"
    },
    "target_market": {
      "type": "string"
    },
    "offer": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪build_invoice_draft_packet(offer, category, buyer, company, target_market, ...)

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 Schema

{
  "type": "object",
  "properties": {
    "offer": {
      "type": "string"
    },
    "category": {
      "type": "string"
    },
    "buyer": {
      "type": "string"
    },
    "company": {
      "type": "string"
    },
    "target_market": {
      "type": "string"
    },
    "delivery_format": {
      "type": "string"
    },
    "invoice_method": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡build_delivery_pack(offer, category, buyer, company, target_market, ...)

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 Schema

{
  "type": "object",
  "properties": {
    "offer": {
      "type": "string"
    },
    "category": {
      "type": "string"
    },
    "buyer": {
      "type": "string"
    },
    "company": {
      "type": "string"
    },
    "target_market": {
      "type": "string"
    },
    "delivery_format": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡build_freelance_listing_pack(offer, category, target_market)

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 Schema

{
  "type": "object",
  "properties": {
    "offer": {
      "type": "string"
    },
    "category": {
      "type": "string"
    },
    "target_market": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡build_operator_commercial_playbook(target_krw, usd_krw)

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 Schema

{
  "type": "object",
  "properties": {
    "target_krw": {
      "type": "string"
    },
    "usd_krw": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡build_mcp_competitor_benchmark(target_market)

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 Schema

{
  "type": "object",
  "properties": {
    "target_market": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡create_direct_buy_ship_order(email, buyer_name, company, product_title, product_url, ...)

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 Schema

{
  "type": "object",
  "properties": {
    "email": {
      "type": "string",
      "format": "email",
      "pattern": "^(?!\\.)(?!.*\\.\\.)([A-Za-z0-9_'+\\-\\.]*)[A-Za-z0-9_+-]@([A-Za-z0-9][A-Za-z0-9\\-]*\\.)+[A-Za-z]{2,}$"
    },
    "buyer_name": {
      "type": "string"
    },
    "company": {
      "type": "string"
    },
    "product_title": {
      "type": "string",
      "minLength": 2
    },
    "product_url": {
      "type": "string",
      "format": "uri"
    },
    "image": {
      "type": "string"
    },
    "category": {
      "type": "string"
    },
    "target_market": {
      "type": "string"
    },
    "quantity": {
      "type": "integer",
      "minimum": 1,
      "maximum": 1000
    },
    "unit_estimate_usd": {
      "type": "number",
      "exclusiveMinimum": 0
    },
    "ship_to_country": {
      "type": "string",
      "minLength": 2
    },
    "ship_to_address": {
      "type": "string",
      "minLength": 8
    },
    "notes": {
      "type": "string"
    },
    "accepted_b2b_cs": {
      "type": "boolean"
    },
    "accepted_regulatory_notice": {
      "type": "boolean"
    }
  },
  "required": [
    "email",
    "product_title",
    "product_url",
    "quantity",
    "unit_estimate_usd",
    "ship_to_country",
    "ship_to_address",
    "accepted_b2b_cs",
    "accepted_regulatory_notice"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡create_buy_ship_cart_order(email, buyer_name, company, target_market, ship_to_country, ...)

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 Schema

{
  "type": "object",
  "properties": {
    "email": {
      "type": "string",
      "format": "email",
      "pattern": "^(?!\\.)(?!.*\\.\\.)([A-Za-z0-9_'+\\-\\.]*)[A-Za-z0-9_+-]@([A-Za-z0-9][A-Za-z0-9\\-]*\\.)+[A-Za-z]{2,}$"
    },
    "buyer_name": {
      "type": "string"
    },
    "company": {
      "type": "string"
    },
    "target_market": {
      "type": "string"
    },
    "ship_to_country": {
      "type": "string",
      "minLength": 2
    },
    "ship_to_address": {
      "type": "string",
      "minLength": 8
    },
    "notes": {
      "type": "string"
    },
    "accepted_b2b_cs": {
      "type": "boolean"
    },
    "accepted_regulatory_notice": {
      "type": "boolean"
    },
    "items": {
      "minItems": 1,
      "maxItems": 50,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "title": {
            "type": "string",
            "minLength": 2
          },
          "brand": {
            "type": "string"
          },
          "source_url": {
            "type": "string",
            "format": "uri"
          },
          "image": {
            "type": "string"
          },
          "category": {
            "type": "string"
          },
          "quantity": {
            "type": "integer",
            "minimum": 1,
            "maximum": 1000
          },
          "local_usd": {
            "type": "number"
          },
          "price_krw": {
            "type": "number"
          },
          "quote_usd": {
            "type": "number",
            "exclusiveMinimum": 0
          },
          "retail_usd": {
            "type": "number"
          },
          "sale_label": {
            "type": "string"
          },
          "market_badges": {
            "type": "array",
            "items": {
              "type": "string"
            }
          }
        },
        "required": [
          "title",
          "source_url",
          "quantity",
          "quote_usd"
        ]
      }
    }
  },
  "required": [
    "email",
    "ship_to_country",
    "ship_to_address",
    "accepted_b2b_cs",
    "accepted_regulatory_notice",
    "items"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Community

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Evidence

Recent observations

verifiedversion not recorded26 tools
verifiedversion not recorded26 tools