Lodging Decision

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

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Qualität und Sicherheit

A
Qualität der Beschreibung
100%
Vollständigkeit des Schemas
80%
Qualität der Benennung
80%
Risiko der Vergiftung
100%
Übereinstimmung der Berechtigungen
100%
Einhaltung des Protokolls
100%

Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.

Kontextkosten

~1,402Tokens (Tool-Definitionen)
~14.9 KBTypische Antwortgröße
Mittlere Auswirkung auf die Aufmerksamkeit (1.10% von 128k Kontext)

Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.

Installieren

Installation mit einem Klick

Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:

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

Remote-Endpunkte

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

Was es kann

Tool-Inventar

Tools (1)

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🟢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.

Eingabe-Schema

{
  "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#"
}

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