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get_last_minute

Read-only

Use this when the user wants something to do within the next few hours. Returns currently-on-sale experiences with seasonal products filtered out, ranked by popularity. Rows may include start_time, countdown_text, and seats_remaining hints when known, but none are guaranteed: confirm the selected experience with get_availability before stating it starts soon or is available today.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityYesCity slug.
hoursNoHow many hours ahead to look (1-12). Default 3.
formatNoResponse shape. 'json' returns structured records; 'text' returns the same content rendered as a short narrative paragraph for chat surfaces.json
languageNoBCP-47 language code for human-readable fields (e.g., 'en', 'fr-FR'). Defaults to English when omitted.
latitudeNoOptional latitude to bias toward nearby venues.
longitudeNoOptional longitude to bias toward nearby venues.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
detailNo
messageNo
resultsNo
error_typeNo
paginationNo
request_idNo
experiencesNo
_normalizationNo
schema_versionNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "additionalProperties": true,
      +  "properties": {
      +    "_normalization": {
      +      "additionalProperties": true,
      +      "type": "object"
      +    },
      +    "detail": {
      +      "additionalProperties": true,
      +      "type": "object"
      +    },
      +    "error_type": {
      +      "type": "string"
      +    },
      +    "experiences": {
      +      "items": {
      +        "additionalProperties": true,
      +        "properties": {
      +          "booking_url": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "category": {
      +            "type": "string"
      +          },
      +          "city": {
      +            "type": "string"
      +          },
      +          "description": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "image_url": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "name": {
      +            "type": "string"
      +          },
      +          "price": {
      +            "additionalProperties": true,
      +            "properties": {
      +              "amount_minor": {
      +                "type": "integer"
      +              },
      +              "currency": {
      +                "type": "string"
      +              },
      +              "display": {
      +                "type": "string"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "product_id": {
      +            "description": "Stable experience identifier for detail, availability, related-experience, and card-rendering calls.",
      +            "type": "string"
      +          },
      +          "rating": {
      +            "type": [
      +              "number",
      +              "null"
      +            ]
      +          },
      +          "review_count": {
      +            "type": [
      +              "integer",
      +              "null"
      +            ]
      +          },
      +          "slug": {
      +            "type": "string"
      +          },
      +          "tags": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "venue": {
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "product_id",
      +          "name"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "message": {
      +      "type": "string"
      +    },
      +    "pagination": {
      +      "additionalProperties": true,
      +      "properties": {
      +        "limit": {
      +          "type": "integer"
      +        },
      +        "offset": {
      +          "type": "integer"
      +        },
      +        "total": {
      +          "type": "integer"
      +        }
      +      },
      +      "type": "object"
      +    },
      +    "request_id": {
      +      "type": "string"
      +    },
      +    "results": {
      +      "items": {
      +        "additionalProperties": true,
      +        "properties": {
      +          "booking_url": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "category": {
      +            "type": "string"
      +          },
      +          "city": {
      +            "type": "string"
      +          },
      +          "description": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "image_url": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "name": {
      +            "type": "string"
      +          },
      +          "price": {
      +            "additionalProperties": true,
      +            "properties": {
      +              "amount_minor": {
      +                "type": "integer"
      +              },
      +              "currency": {
      +                "type": "string"
      +              },
      +              "display": {
      +                "type": "string"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "product_id": {
      +            "description": "Stable experience identifier for detail, availability, related-experience, and card-rendering calls.",
      +            "type": "string"
      +          },
      +          "rating": {
      +            "type": [
      +              "number",
      +              "null"
      +            ]
      +          },
      +          "review_count": {
      +            "type": [
      +              "integer",
      +              "null"
      +            ]
      +          },
      +          "slug": {
      +            "type": "string"
      +          },
      +          "tags": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "venue": {
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "product_id",
      +          "name"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "schema_version": {
      +      "type": "string"
      +    }
      +  },
      +  "type": "object"
      +}
  2. Changed14 schema fields changed
    • removedInput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • removedInput schema / additionalProperties
      Removed value: -false
    • changedInput schema / properties / city / description
      Previous value: -"City name or slug, such as 'london', 'new-york', or 'paris'."New value: +"City slug."
    • changedInput schema / properties / format / default
      Previous value: -"text"New value: +"json"
    • changedInput schema / properties / format / description
      Previous value: -"Response format: text (default) or json"New value: +"Response shape. 'json' returns structured records; 'text' returns the same content rendered as a short narrative paragraph for chat surfaces."
    • changedInput schema / properties / format / enum
      Previous value: -[
      -  "text",
      -  "json"
      -]New value: +[
      +  "json",
      +  "text"
      +]
    • changedInput schema / properties / hours / description
      Previous value: -"How many hours ahead to search for imminent starts (default 3, max 12)."New value: +"How many hours ahead to look (1-12). Default 3."
    • addedInput schema / properties / hours / maximum
      Added value: +12
    • addedInput schema / properties / hours / minimum
      Added value: +1
    • changedInput schema / properties / hours / type
      Previous value: -"number"New value: +"integer"
    • removedInput schema / properties / language / default
      Removed value: -"en"
    • changedInput schema / properties / language / description
      Previous value: -"Supported language code for localised booking URLs (e.g. 'en', 'de', 'fr', 'es', 'ja', 'pt-br')"New value: +"BCP-47 language code for human-readable fields (e.g., 'en', 'fr-FR'). Defaults to English when omitted."
    • changedInput schema / properties / latitude / description
      Previous value: -"Optional latitude to blend in nearby experiences close to the user's exact location."New value: +"Optional latitude to bias toward nearby venues."
    • changedInput schema / properties / longitude / description
      Previous value: -"Optional longitude to blend in nearby experiences close to the user's exact location."New value: +"Optional longitude to bias toward nearby venues."
  3. First observed

TDQS

A4.5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the readOnlyHint annotation, the description discloses that returned time-related fields are not guaranteed and explicitly instructs the agent to confirm with get_availability before asserting availability. This is valuable behavioral context that prevents overclaiming.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two efficiently packed sentences with the trigger condition front-loaded and the caveat placed at the end. Every clause earns its place, and there is no redundant restating of the tool name or schema.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the output schema exists and annotations cover safety, the description covers the key behavioral essentials: use case, ranking, seasonal filtering, field uncertainty, and the mandatory confirmation step. Nothing essential is missing for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, and the schema already documents all six parameters, so the description does not need to redefine them. The description adds no parameter-specific detail beyond the schema, which keeps it at the baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb ('Returns'), resource ('currently-on-sale experiences'), and distinct scope ('within the next few hours', 'seasonal products filtered out', 'ranked by popularity'). This clearly differentiates it from sibling tools like whats_on_tonight or get_whats_on_this_week.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The opening phrase 'Use this when the user wants something to do within the next few hours' gives a clear triggering condition. It does not explicitly list when-not conditions or name alternatives, but the condition is specific enough to guide selection.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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