{
  "protocolVersion": "0.3.0",
  "name": "KTRENZ K-data",
  "description": "Read-only access to KTRENZ K-pop / K-culture entity data: artists, measured AI-citation reach per release, and external demand-velocity trends. First-party measured, not estimated.",
  "url": "https://ktrenz.com/api/mcp",
  "preferredTransport": "JSONRPC",
  "provider": {
    "organization": "Fantagram, Inc.",
    "url": "https://ktrenz.com"
  },
  "version": "1.1.0",
  "documentationUrl": "https://ktrenz.com/mcp",
  "securitySchemes": {},
  "security": [],
  "defaultInputModes": [
    "application/json"
  ],
  "defaultOutputModes": [
    "application/json"
  ],
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "skills": [
    {
      "id": "search_kdata",
      "name": "Search K-pop entities",
      "description": "Search KTRENZ K-pop / K-culture entities (artists) by name; returns matches with slugs + reach-map URLs. Use the slug with get_artist_reach or get_release_reach.",
      "tags": [
        "kpop",
        "kculture",
        "search",
        "entity",
        "korea"
      ],
      "examples": [
        "Find the KTRENZ slug for RESCENE",
        "Which artists match \"aespa\"?"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "get_artist_reach",
      "name": "Artist reach map",
      "description": "An artist's measured reach across AI answer engines (which vendors cite them, answer-time vs training) + tracked releases + external demand (Naver + YouTube) with 7d momentum. Measured first-party by KTRENZ.",
      "tags": [
        "kpop",
        "analytics",
        "reach",
        "citation",
        "korea"
      ],
      "examples": [
        "What is ATEEZ's measured reach across AI answer engines?",
        "Which releases spread furthest for IVE?",
        "Is RESCENE gaining or losing demand right now?"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "get_trending",
      "name": "Trending artists by velocity",
      "description": "Top rising K-pop artists right now, ranked by 7-day VELOCITY (rate of change), not standing popularity. Blends Korea search momentum, YouTube upload traction, third-party media pickup and fan-challenge volume — all external to KTRENZ. Rank is the signal.",
      "tags": [
        "kpop",
        "trends",
        "velocity",
        "korea"
      ],
      "examples": [
        "Which K-pop artists are rising fastest this week?",
        "What is driving the biggest jump in K-pop demand right now?"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "get_release_reach",
      "name": "Release reach map",
      "description": "A specific release's (comeback / MV / tour / chart announcement) measured AI-citation reach across answer engines. Measured first-party by KTRENZ.",
      "tags": [
        "kpop",
        "analytics",
        "reach",
        "release",
        "comeback",
        "korea"
      ],
      "examples": [
        "How far did aespa's latest comeback spread across AI answer engines?",
        "Which AI vendors cited this tour announcement?"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    }
  ]
}