Lodging Decision

Agent-facing lodging decision tool. Non-sensitive categories only. Alpha, unauthenticated.

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Calidad y seguridad

A
Calidad de la descripción
100%
Integridad del esquema
80%
Calidad de los nombres
80%
Riesgo de envenenamiento
100%
Coincidencia de permisos
100%
Cumplimiento del protocolo
100%

Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.

Costo de contexto

~1,402Tokens (definiciones de herramientas)
~14.9 KBTamaño de respuesta típico
Impacto moderado en la atención (1.10% del contexto de 128k)

Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.

Instalar

Instalación con un clic

Agrega esto a tu archivo `claude_desktop_config.json`:

{
  "mcpServers": {
    "lodging-decision-mcp": {
      "url": "https://di-001-a-lodging-decision-mcp.scenicstay.workers.dev/mcp"
    }
  }
}

Puntos de conexión remotos

https://di-001-a-lodging-decision-mcp.scenicstay.workers.dev/mcpstreamable-http

Qué puede hacer

Inventario de herramientas

Herramientas (1)

🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟢lodging_decision(traveler, trip, candidate_listings)

Ranks caller-supplied lodging candidates for a traveler/trip and returns a deterministic, evidence-backed recommendation with score breakdown, tradeoffs, risk flags, missing information, and confidence. SCOPE: Evaluates budget, location, amenities, workspace ergonomics, acoustic isolation, price sanity vs submarket baselines, keyless access friction, and Safety & Belonging (host review sentiment, privacy/surveillance boundary verification, neighborhood night security, and verified inclusive badges). Does not infer or profile demographics on travelers. This tool does not search inventory (you must supply candidate_listings), does not book or transact, and does not persist any data. It is deterministic given identical input. Always re-verify availability, price, and policy before booking.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "traveler": {
      "type": "object",
      "properties": {
        "profile_id": {
          "type": "string"
        },
        "traveler_type": {
          "type": "string"
        },
        "preferences": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "accessibility_needs": {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      }
    },
    "trip": {
      "type": "object",
      "properties": {
        "purpose": {
          "type": "string",
          "enum": [
            "leisure",
            "business",
            "remote-work",
            "family",
            "event",
            "relocation",
            "other"
          ]
        },
        "group_size": {
          "type": "integer",
          "exclusiveMinimum": 0,
          "maximum": 9007199254740991
        },
        "nights": {
          "type": "integer",
          "exclusiveMinimum": 0,
          "maximum": 9007199254740991
        },
        "budget": {
          "type": "object",
          "properties": {
            "currency": {
              "type": "string"
            },
            "max_total": {
              "type": "number",
              "exclusiveMinimum": 0
            },
            "max_nightly": {
              "type": "number",
              "minimum": 0
            }
          },
          "required": [
            "currency",
            "max_total"
          ]
        },
        "location_preferences": {
          "type": "object",
          "properties": {
            "preferred_areas": {
              "type": "array",
              "items": {
                "type": "string"
              }
            },
            "max_distance_km": {
              "type": "number",
              "minimum": 0
            },
            "near": {
              "type": "array",
              "items": {
                "type": "string"
              }
            }
          }
        },
        "required_amenities": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "preferred_amenities": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "accessibility_constraints": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "work_constraints": {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      },
      "required": [
        "purpose",
        "group_size",
        "nights",
        "budget"
      ]
    },
    "candidate_listings": {
      "minItems": 1,
      "maxItems": 50,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "listing_id": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "currency": {
            "type": "string"
          },
          "nightly_rate": {
            "type": "number",
            "minimum": 0
          },
          "max_guests": {
            "type": "integer",
            "exclusiveMinimum": 0,
            "maximum": 9007199254740991
          },
          "area": {
            "type": "string"
          },
          "distance_to_preference_km": {
            "type": "number",
            "minimum": 0
          },
          "nearby": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "amenities": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "accessibility_features": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "work_features": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "rating": {
            "type": "number",
            "minimum": 0,
            "maximum": 5
          },
          "review_count": {
            "type": "integer",
            "minimum": 0,
            "maximum": 9007199254740991
          },
          "quality_signals": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "review_signals": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "policy": {
            "type": "object",
            "properties": {
              "cancellation": {
                "type": "string",
                "enum": [
                  "flexible",
                  "moderate",
                  "strict",
                  "unknown"
                ]
              },
              "minimum_nights": {
                "type": "integer",
                "exclusiveMinimum": 0,
                "maximum": 9007199254740991
              },
              "instant_book": {
                "type": "boolean"
              },
              "house_rules": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              }
            }
          },
          "fees": {
            "type": "object",
            "properties": {
              "cleaning": {
                "type": "number",
                "minimum": 0
              },
              "service": {
                "type": "number",
                "minimum": 0
              },
              "taxes": {
                "type": "number",
                "minimum": 0
              },
              "other": {
                "type": "number",
                "minimum": 0
              }
            }
          },
          "workspace_details": {
            "type": "object",
            "properties": {
              "dedicated_room": {
                "type": "boolean"
              },
              "desk_type": {
                "type": "string",
                "enum": [
                  "standing_desk",
                  "ergonomic_desk",
                  "standard_desk",
                  "dining_table",
                  "laptop_tray",
                  "none"
                ]
              },
              "chair_type": {
                "type": "string",
                "enum": [
                  "ergonomic_office",
                  "task_chair",
                  "dining_chair",
                  "none"
                ]
              },
              "external_monitor": {
                "type": "boolean"
              },
              "docking_station": {
                "type": "boolean"
              },
              "verified_wifi_mbps": {
                "type": "number",
                "minimum": 0
              },
              "ethernet_available": {
                "type": "boolean"
              }
            }
          },
          "acoustic_profile": {
            "type": "object",
            "properties": {
              "structure": {
                "type": "string",
                "enum": [
                  "detached_guesthouse",
                  "private_adu",
                  "top_floor_flat",
                  "shared_wall_apartment",
                  "ground_floor_street"
                ]
              },
              "exposure": {
                "type": "string",
                "enum": [
                  "garden_courtyard",
                  "quiet_residential",
                  "mixed_arterial",
                  "busy_commercial"
                ]
              },
              "double_pane_windows": {
                "type": "boolean"
              },
              "quiet_hours_enforced": {
                "type": "boolean"
              },
              "noise_review_sentiment": {
                "type": "string",
                "enum": [
                  "silent",
                  "quiet",
                  "moderate",
                  "noisy"
                ]
              }
            }
          },
          "market_context": {
            "type": "object",
            "properties": {
              "submarket_baseline_adr": {
                "type": "number",
                "minimum": 0
              },
              "submarket_name": {
                "type": "string"
              },
              "median_cleaning_fee": {
                "type": "number",
                "minimum": 0
              }
            }
          },
          "access_details": {
            "type": "object",
            "properties": {
              "checkin_type": {
                "type": "string",
                "enum": [
                  "keyless_smart_lock",
                  "keypad_lockbox",
                  "in_person_host"
                ]
              },
              "superhost": {
                "type": "boolean"
              },
              "guest_favorite": {
                "type": "boolean"
              },
              "host_response_rate_pct": {
                "type": "number",
                "minimum": 0,
                "maximum": 100
              },
              "host_response_time_minutes": {
                "type": "number",
                "minimum": 0
              }
            }
          },
          "safety_belonging": {
            "type": "object",
            "properties": {
              "host_sentiment": {
                "type": "string",
                "enum": [
                  "exceptional",
                  "welcoming",
                  "neutral",
                  "cautionary",
                  "concerning"
                ]
              },
              "host_sentiment_signals": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "neighborhood_safety": {
                "type": "string",
                "enum": [
                  "well_lit_secure",
                  "standard_residential",
                  "cautionary_at_night",
                  "high_incident_area"
                ]
              },
              "neighborhood_safety_signals": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "privacy_integrity": {
                "type": "object",
                "properties": {
                  "private_entrance": {
                    "type": "boolean"
                  },
                  "undisclosed_cameras_reported": {
                    "type": "boolean"
                  },
                  "host_unannounced_entry_reported": {
                    "type": "boolean"
                  },
                  "keyless_security_verified": {
                    "type": "boolean"
                  }
                }
              },
              "inclusive_badges": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              }
            }
          }
        },
        "required": [
          "listing_id",
          "name",
          "currency",
          "nightly_rate",
          "max_guests",
          "amenities"
        ]
      }
    }
  },
  "required": [
    "traveler",
    "trip",
    "candidate_listings"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Comunidad

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Evidencia

Observaciones recientes

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