{
  "schemaVersion": 1,
  "updated": "2026-10-02",
  "server": {
    "name": "dollscout",
    "version": "2.3.0"
  },
  "endpoint": "https://thedollscout.com/mcp",
  "documentation": "https://thedollscout.com/for-agents",
  "tools": [
    {
      "id": "style-odds",
      "task": "odds",
      "name": "Labubu style probability calculator",
      "inputs": "Target mode, box count and user-supplied odds; regular mode also needs number of equally likely regular styles",
      "mcpTool": "calculate_style_probability",
      "execution": "remote-calculation",
      "urls": {
        "en": "https://thedollscout.com/brands/labubu#style-probability",
        "de": "https://thedollscout.com/de/brands/labubu#style-probability",
        "zh": "https://thedollscout.com/zh/brands/labubu#style-probability"
      },
      "limitations": "Explicit independent-draw assumptions, not official per-style rates, sealed-case or POP NOW hint probabilities."
    },
    {
      "id": "odds",
      "task": "odds",
      "name": "Blind-box probability calculator",
      "inputs": "Printed 1:N odds and integer box count",
      "mcpTool": "secret_pull_probability",
      "execution": "remote-calculation",
      "urls": {
        "en": "https://thedollscout.com/rarity",
        "de": "https://thedollscout.com/de/rarity"
      },
      "limitations": "Independent draws only; sealed-case allocation can differ."
    },
    {
      "id": "display",
      "task": "display",
      "name": "Display fit calculator",
      "inputs": "Internal case dimensions, item footprint and height, gap, optional rotation; all in one unit",
      "mcpTool": "plan_display_fit",
      "execution": "remote-calculation",
      "urls": {
        "en": "https://thedollscout.com/display-calculator",
        "de": "https://thedollscout.com/de/display-calculator"
      },
      "limitations": "Uniform single-layer grid; no 3D packing or safety certification."
    },
    {
      "id": "collection",
      "task": "collection",
      "name": "Local collection tracker",
      "inputs": "Owned and wanted items entered by the user in their browser",
      "execution": "browser-only",
      "urls": {
        "en": "https://thedollscout.com/collection-tracker",
        "de": "https://thedollscout.com/de/collection-tracker"
      },
      "limitations": "MCP cannot access or edit local storage."
    },
    {
      "id": "ledger",
      "task": "collection",
      "name": "Collection ledger",
      "inputs": "Purchase details entered by the user in the workbench",
      "execution": "browser-only",
      "urls": {
        "en": "https://thedollscout.com/workbench/collectorledger",
        "de": "https://thedollscout.com/de/workbench/collectorledger"
      },
      "limitations": "MCP has no member or cloud-account access; inspect the workbench for storage options."
    },
    {
      "id": "guides",
      "task": "guides",
      "name": "Source-linked collecting guides",
      "inputs": "Brand identifier and preferred language",
      "mcpTool": "get_collecting_guide",
      "execution": "read-published-evidence",
      "urls": {
        "en": "https://thedollscout.com/#collections",
        "de": "https://thedollscout.com/de/#collections",
        "zh": "https://thedollscout.com/zh/#collections"
      },
      "limitations": "No live stock, popularity ranking, resale value or authenticity guarantee."
    }
  ],
  "digitalTools": {
    "catalog": "https://thedollscout.com/document-assets/tool-capabilities.json",
    "hub": "https://thedollscout.com/document-tools",
    "bpj": "https://baipiaoji.com/en/studio/toolkit",
    "execution": "browser-only"
  },
  "limitations": [
    "Read-only public tools; no purchase, private file, account or collection access.",
    "Listing and crawl access do not guarantee indexing, citation or automatic tool activation."
  ]
}