Skip to main content
Glama

Server Details

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

Glama couldn't complete the latest health check. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.

Status
Unhealthy
Uptime
76.7% over 60 days
Last Tested
Transport
Streamable HTTP
URL
Server Listing
K-Data Gate MCP Server

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

Related MCP Connectors

Related MCP Servers

  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI to query real-time Korean public data including weather, real estate prices, air quality, economic indicators, and business registration via natural language.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI-powered analysis of Korean stock market data and corporate disclosures using official DART and KRX APIs.
    126 npm
    ISC
  • A
    license
    A
    quality
    D
    maintenance
    Real-time Korean web data for AI assistants — Naver Place reviews, Melon charts, Daangn/Bunjang marketplace, Naver News, Musinsa fashion rankings. 7 tools powered by Apify actors.
    7
    9 PyPI
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides AI with real-time stock data from Naver Securities and Yahoo Finance via 47 tools, enabling accurate analysis without API keys for Korean and US markets.
    72
    Academic Free v1.1
Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources