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

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Status
Unhealthy
Uptime
71.5% over 72 days
Last Tested
Transport
Streamable HTTP
URL
Server Listing
K-Data Gate MCP Server
ChatGPT
–
Claude
–

TDQS

C2.9/5.0

Scored across 26 tools

Disambiguation4/5

Most tools have distinct purposes, but create_buy_ship_cart_order and create_direct_buy_ship_order are nearly identical, causing potential confusion. Additionally, build_buyer_discovery_queue and build_cash_sprint_packet overlap in targeting buyer segments.

Naming Consistency5/5

All tools follow a clear verb_noun pattern (build_, get_, create_, search_) with consistent snake_case, making it easy to infer functionality from the name.

Tool Count3/5

With 26 tools covering diverse domains (stock market, real estate, tourism, sourcing, etc.), the scope feels broad and somewhat bloated. A more focused set would improve coherence.

Completeness3/5

The tool set covers many aspects of Korea data and seller workflows, but notable gaps exist: no tools for actual listing posting, sending communications, or completing transactions, as many build_ tools explicitly exclude those steps.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Addedbuild_sourcing_pack_report
  2. 1 tool update
    • Addedcreate_buy_ship_cart_order
  3. 1 tool update
    • Addedcreate_direct_buy_ship_order
  4. 1 tool update
    • Addedbuild_mcp_competitor_benchmark
  5. 1 tool update
    • Addedbuild_operator_commercial_playbook
  6. 8 tool updates
    • Addedbuild_buyer_discovery_queue
    • Addedbuild_cash_sprint_packet
    • Addedbuild_compliance_scout_sample
    • Addedbuild_delivery_pack
    • Addedbuild_freelance_listing_pack
    • Addedbuild_invoice_draft_packet
    • Addedbuild_korea_seller_signal_pack
    • Addedget_kbeauty_ingredients
  7. 13 tool updates
    • First observedget_korea_fx_macro
    • First observedget_korea_real_estate
    • First observedget_korea_tourism
    • First observedget_korea_trends
    • First observedget_korea_weather
    • First observedget_korean_company_filings
    • First observedget_korean_stock_disclosures
    • First observedget_korean_stock_flows
    • First observedget_korean_stock_fundamentals
    • First observedget_korean_stock_overview
    • First observedget_korean_stock_prices
    • First observedget_korean_stock_screeners
    • First observedsearch_korean_products

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