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search_experiences

Read-onlyIdempotent

Use this when the user names a city plus a category, query, or filter set and wants a ranked list of bookable experiences. query matches on experience NAME (and venue), so it suits a title or keyword ("Lion King", "river cruise"); for mood or theme use search_by_mood, and for a free-text "what should I do" ask use recommend_experiences. When a query matches no name, results are the city top-picks flagged match_type "fallback_city_ranked" (reason_codes include "fallback_no_text_match") rather than a genuine match, so treat those as suggestions, not the thing asked for. Returns products each with a stable product_id, plus name, slug, city, category, price, rating, review count, and tags. To show the results as visual cards, pass the product_id values from these results into render_experience_cards (experience_ids). Pair with get_experience_details for richer fields.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityNoCity slug, e.g., "london", "new-york", "paris".
tagsNoFilter by experience tags. Multiple tags are AND-combined (every tag must match) so adding more tags narrows the result set. Use lowercase singular forms; matching is substring-based against the tag array. The canonical tag taxonomy in the catalogue, ordered by frequency, is: 'tour', 'attraction', 'historical', 'outdoor', 'museum', 'family', 'landmark', 'adventure', 'show', 'indoor', 'food & drink', 'transport', 'theatre', 'concert', 'theme park', 'cruise', 'nightlife', 'comedy', 'musical', 'city pass', 'sport', 'dance', 'aquarium', 'zoo', 'gallery', 'opera', 'wellness', 'water park', 'workshop', 'religious', 'festival'. Examples: ['museum'] for museums; ['family','indoor'] for indoor family attractions; ['outdoor','adventure'] for outdoor adventure activities. Other free-form values may match by substring but are not guaranteed.
limitNoNumber of results to return (1-50). Default 10.
queryNoFree-text query matched against experience name and venue (not description). Split into words that must all match, so it suits a title or keyword; a query that matches no name returns city top-picks flagged match_type "fallback_city_ranked".
formatNoResponse shape. 'json' returns structured records; 'text' returns the same content rendered as a short narrative paragraph for chat surfaces.json
categoryNoCategory slug, e.g., "theatre", "tours", "museums", "attractions".
languageNoBCP-47 language code for human-readable fields (e.g., 'en', 'fr-FR'). Defaults to English when omitted.
max_priceNoMaximum price per person in the listed currency. A positive value applies a cap; 0 (or unset) means no price cap (unbounded).
min_ratingNoMinimum aggregate rating on a 0-5 scale.
popular_onlyNoDEPRECATED: use restrict_to_top_rated. Alias for the destructive top-rated filter (rating >= 4.5 AND review_count >= 100). The name implies a sort hint but it is a hard WHERE clause. Existing callers continue to work unchanged.
indoor_outdoorNoSetting filter. 'indoor' / 'outdoor' resolve via the products.tags column (~2,100 indoor and ~5,000 outdoor products are tagged in the catalogue). 'either' applies no filter.
min_review_countNoMinimum number of customer reviews. Use to filter out new or sparsely-reviewed products.
restrict_to_top_ratedNoDESTRUCTIVE FILTER. When true, hard-restricts results to products with rating >= 4.5 AND review_count >= 100. This is a WHERE clause, not a sort hint. Anything failing the floor is dropped from the result set entirely. Use only when the caller genuinely wants to exclude lower-rated or lesser-reviewed products. For ranking-by-popularity without exclusion, do not set this; results are already ordered by rating and review count.

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
    • changedInput schema / properties / query / description
      Previous value: -"Free-text query matched against experience name and venue (not description). Split into words that must all match, so it is best for a title or keyword; a query that matches no name returns city top-picks flagged match_type \"fallback_city_ranked\"."New value: +"Free-text query matched against experience name and venue (not description). Split into words that must all match, so it suits a title or keyword; a query that matches no name returns city top-picks flagged match_type \"fallback_city_ranked\"."
  2. Changed13 schema fields changed
    • addedOutput schema / properties / _normalization
      Added value: +{
      +  "additionalProperties": true,
      +  "type": "object"
      +}
    • addedOutput schema / properties / detail
      Added value: +{
      +  "additionalProperties": true,
      +  "type": "object"
      +}
    • addedOutput schema / properties / error_type
      Added value: +{
      +  "type": "string"
      +}
    • addedOutput schema / properties / experiences
      Added value: +{
      +  "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"
      +}
    • addedOutput schema / properties / message
      Added value: +{
      +  "type": "string"
      +}
    • addedOutput schema / properties / pagination / properties / offset
      Added value: +{
      +  "type": "integer"
      +}
    • addedOutput schema / properties / request_id
      Added value: +{
      +  "type": "string"
      +}
    • removedOutput schema / properties / results / description
      Removed value: -"Ranked bookable experiences."
    • removedOutput schema / properties / results / items / properties / name / description
      Removed value: -"Display name of the experience."
    • changedOutput schema / properties / results / items / properties / product_id / description
      Previous value: -"Stable identifier for this experience. Pass these values into render_experience_cards (experience_ids) to show the results as visual cards."New value: +"Stable experience identifier for detail, availability, related-experience, and card-rendering calls."
    • addedOutput schema / properties / results / items / properties / tags
      Added value: +{
      +  "items": {
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
    • addedOutput schema / properties / results / items / properties / venue
      Added value: +{
      +  "type": "string"
      +}
    • addedOutput schema / properties / schema_version
      Added value: +{
      +  "type": "string"
      +}
  3. Changed1 schema field changed
    • changedInput schema / properties / query / description
      Previous value: -"Free-text query matched against title, venue, and description."New value: +"Free-text query matched against experience name and venue (not description). Split into words that must all match, so it is best for a title or keyword; a query that matches no name returns city top-picks flagged match_type \"fallback_city_ranked\"."
  4. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "additionalProperties": true,
      +  "properties": {
      +    "pagination": {
      +      "additionalProperties": true,
      +      "properties": {
      +        "limit": {
      +          "type": "integer"
      +        },
      +        "total": {
      +          "type": "integer"
      +        }
      +      },
      +      "type": "object"
      +    },
      +    "results": {
      +      "description": "Ranked bookable 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": {
      +            "description": "Display name of the experience.",
      +            "type": "string"
      +          },
      +          "price": {
      +            "additionalProperties": true,
      +            "properties": {
      +              "amount_minor": {
      +                "type": "integer"
      +              },
      +              "currency": {
      +                "type": "string"
      +              },
      +              "display": {
      +                "type": "string"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "product_id": {
      +            "description": "Stable identifier for this experience. Pass these values into render_experience_cards (experience_ids) to show the results as visual cards.",
      +            "type": "string"
      +          },
      +          "rating": {
      +            "type": [
      +              "number",
      +              "null"
      +            ]
      +          },
      +          "review_count": {
      +            "type": [
      +              "integer",
      +              "null"
      +            ]
      +          },
      +          "slug": {
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "product_id",
      +          "name"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    }
      +  },
      +  "type": "object"
      +}
  5. Changed2 schema fields changed
    • changedInput schema / properties / popular_only / description
      Previous value: -"DEPRECATED — use restrict_to_top_rated. Alias for the destructive top-rated filter (rating >= 4.5 AND review_count >= 100). The name implies a sort hint but it is a hard WHERE clause. Existing callers continue to work unchanged."New value: +"DEPRECATED: use restrict_to_top_rated. Alias for the destructive top-rated filter (rating >= 4.5 AND review_count >= 100). The name implies a sort hint but it is a hard WHERE clause. Existing callers continue to work unchanged."
    • changedInput schema / properties / restrict_to_top_rated / description
      Previous value: -"DESTRUCTIVE FILTER. When true, hard-restricts results to products with rating >= 4.5 AND review_count >= 100. This is a WHERE clause, not a sort hint — anything failing the floor is dropped from the result set entirely. Use only when the caller genuinely wants to exclude lower-rated or lesser-reviewed products. For ranking-by-popularity without exclusion, do not set this; results are already ordered by rating and review count."New value: +"DESTRUCTIVE FILTER. When true, hard-restricts results to products with rating >= 4.5 AND review_count >= 100. This is a WHERE clause, not a sort hint. Anything failing the floor is dropped from the result set entirely. Use only when the caller genuinely wants to exclude lower-rated or lesser-reviewed products. For ranking-by-popularity without exclusion, do not set this; results are already ordered by rating and review count."
  6. Changed1 schema field changed
    • changedInput schema / properties / max_price / description
      Previous value: -"Maximum price per person in the listed currency."New value: +"Maximum price per person in the listed currency. A positive value applies a cap; 0 (or unset) means no price cap (unbounded)."
  7. Changed3 schema fields changed
    • addedInput schema / properties / popular_only / deprecated
      Added value: +true
    • changedInput schema / properties / popular_only / description
      Previous value: -"When true, restricts results to products that meet the popular threshold (4.5+ rating with 100+ reviews)."New value: +"DEPRECATED — use restrict_to_top_rated. Alias for the destructive top-rated filter (rating >= 4.5 AND review_count >= 100). The name implies a sort hint but it is a hard WHERE clause. Existing callers continue to work unchanged."
    • addedInput schema / properties / restrict_to_top_rated
      Added value: +{
      +  "description": "DESTRUCTIVE FILTER. When true, hard-restricts results to products with rating >= 4.5 AND review_count >= 100. This is a WHERE clause, not a sort hint — anything failing the floor is dropped from the result set entirely. Use only when the caller genuinely wants to exclude lower-rated or lesser-reviewed products. For ranking-by-popularity without exclusion, do not set this; results are already ordered by rating and review count.",
      +  "type": "boolean"
      +}
  8. Changed5 schema fields changed
    • removedInput schema / properties / audience
      Removed value: -{
      -  "description": "Target audience. Currently 'family' is the strongest signal in the catalogue (resolves via the 'family' tag, ~3,200 products). Other values are best-effort and may be sparsely populated; for guaranteed family-suitable results prefer tags=['family'] in addition to or instead of this filter.",
      -  "enum": [
      -    "family",
      -    "couple",
      -    "solo",
      -    "group",
      -    "business"
      -  ],
      -  "type": "string"
      -}
    • changedInput schema / properties / indoor_outdoor / description
      Previous value: -"Setting filter for weather-aware searches. Note: dedicated indoor/outdoor enrichment data is sparse; if this filter returns no results, fall back to tags=['indoor'] or tags=['outdoor'] which are well-populated in the tag taxonomy (~2,100 indoor and ~5,000 outdoor products)."New value: +"Setting filter. 'indoor' / 'outdoor' resolve via the products.tags column (~2,100 indoor and ~5,000 outdoor products are tagged in the catalogue). 'either' applies no filter."
    • removedInput schema / properties / physical_level
      Removed value: -{
      -  "description": "Physical exertion level. 'low' = seated or short walks; 'moderate' = sustained walking; 'high' = climbing, hiking, or active sports. Note: physical-level enrichment data is currently sparse; setting this filter may return zero results for some categories. For activity-style queries prefer tags=['adventure','sport'] instead.",
      -  "enum": [
      -    "low",
      -    "moderate",
      -    "high"
      -  ],
      -  "type": "string"
      -}
    • removedInput schema / properties / stroller_friendly
      Removed value: -{
      -  "description": "Filter to stroller-friendly products only. Note: stroller-friendly flags are currently sparse; for family-with-children queries also try tags=['family'] which is well-populated.",
      -  "type": "boolean"
      -}
    • removedInput schema / properties / wheelchair_accessible
      Removed value: -{
      -  "description": "Filter to wheelchair-accessible products only. Note: accessibility flags are currently sparse in the catalogue; this may return zero results even for accessible-friendly cities. The catalogue is being progressively enriched.",
      -  "type": "boolean"
      -}
  9. Changed6 schema fields changed
    • changedInput schema / properties / audience / description
      Previous value: -"Audience filter. Maps to enrichment metadata, not a freeform string."New value: +"Target audience. Currently 'family' is the strongest signal in the catalogue (resolves via the 'family' tag, ~3,200 products). Other values are best-effort and may be sparsely populated; for guaranteed family-suitable results prefer tags=['family'] in addition to or instead of this filter."
    • changedInput schema / properties / indoor_outdoor / description
      Previous value: -"Setting filter for weather-aware searches."New value: +"Setting filter for weather-aware searches. Note: dedicated indoor/outdoor enrichment data is sparse; if this filter returns no results, fall back to tags=['indoor'] or tags=['outdoor'] which are well-populated in the tag taxonomy (~2,100 indoor and ~5,000 outdoor products)."
    • changedInput schema / properties / physical_level / description
      Previous value: -"Physical exertion level. 'low' = seated or short walks; 'moderate' = sustained walking; 'high' = climbing, hiking, or active sports."New value: +"Physical exertion level. 'low' = seated or short walks; 'moderate' = sustained walking; 'high' = climbing, hiking, or active sports. Note: physical-level enrichment data is currently sparse; setting this filter may return zero results for some categories. For activity-style queries prefer tags=['adventure','sport'] instead."
    • changedInput schema / properties / stroller_friendly / description
      Previous value: -"Filter to stroller-friendly products only."New value: +"Filter to stroller-friendly products only. Note: stroller-friendly flags are currently sparse; for family-with-children queries also try tags=['family'] which is well-populated."
    • changedInput schema / properties / tags / description
      Previous value: -"Enrichment tags to filter by. Common values: 'family-friendly', 'romantic', 'kid-friendly', 'date-night', 'rainy-day', 'first-timer', 'hidden-gem', 'food-and-drink', 'rooftop', 'sightseeing', 'museums', 'theatre', 'walking-tour', 'cruise', 'observation-deck', 'palace-castle', 'art-gallery', 'outdoors', 'indoors', 'wheelchair-accessible', 'stroller-friendly'. Multiple tags are AND-combined."New value: +"Filter by experience tags. Multiple tags are AND-combined (every tag must match) so adding more tags narrows the result set. Use lowercase singular forms; matching is substring-based against the tag array. The canonical tag taxonomy in the catalogue, ordered by frequency, is: 'tour', 'attraction', 'historical', 'outdoor', 'museum', 'family', 'landmark', 'adventure', 'show', 'indoor', 'food & drink', 'transport', 'theatre', 'concert', 'theme park', 'cruise', 'nightlife', 'comedy', 'musical', 'city pass', 'sport', 'dance', 'aquarium', 'zoo', 'gallery', 'opera', 'wellness', 'water park', 'workshop', 'religious', 'festival'. Examples: ['museum'] for museums; ['family','indoor'] for indoor family attractions; ['outdoor','adventure'] for outdoor adventure activities. Other free-form values may match by substring but are not guaranteed."
    • changedInput schema / properties / wheelchair_accessible / description
      Previous value: -"Filter to wheelchair-accessible products only."New value: +"Filter to wheelchair-accessible products only. Note: accessibility flags are currently sparse in the catalogue; this may return zero results even for accessible-friendly cities. The catalogue is being progressively enriched."
  10. Changed41 schema fields changed
    • removedInput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • removedInput schema / additionalProperties
      Removed value: -false
    • changedInput schema / properties / audience / description
      Previous value: -"Optional comma-separated audience filter. Valid values: Family, Couples, AdultsOnly, Kids, Seniors, Groups, Solo"New value: +"Audience filter. Maps to enrichment metadata, not a freeform string."
    • addedInput schema / properties / audience / enum
      Added value: +[
      +  "family",
      +  "couple",
      +  "solo",
      +  "group",
      +  "business"
      +]
    • removedInput schema / properties / available_language
      Removed value: -{
      -  "description": "Filter by language availability. ISO 639-1 code: en, es, fr, de, ja, zh, pt, it, ko, etc.",
      -  "type": "string"
      -}
    • changedInput schema / properties / category / description
      Previous value: -"Optional category filter. Valid values: theatre, musicals, tours, food, family, nightlife, sightseeing, concerts, comedy, shows, outdoor, workshops, cruises, sports. Matching is fuzzy, so singular forms like \"tour\" still map to \"tours\" internally."New value: +"Category slug, e.g., \"theatre\", \"tours\", \"museums\", \"attractions\"."
    • removedInput schema / properties / category / enum
      Removed value: -[
      -  "theatre",
      -  "musicals",
      -  "tours",
      -  "food",
      -  "family",
      -  "nightlife",
      -  "sightseeing",
      -  "concerts",
      -  "comedy",
      -  "shows",
      -  "outdoor",
      -  "workshops",
      -  "cruises",
      -  "sports"
      -]
    • changedInput schema / properties / city / description
      Previous value: -"City name or slug (e.g. 'london', 'new-york', 'paris', 'tokyo', 'dubai')"New value: +"City slug, e.g., \"london\", \"new-york\", \"paris\"."
    • removedInput schema / properties / dateFrom
      Removed value: -{
      -  "description": "Optional start date filter in ISO date format YYYY-MM-DD (e.g. '2026-03-27'). Must be used together with dateTo.",
      -  "type": "string"
      -}
    • removedInput schema / properties / dateTo
      Removed value: -{
      -  "description": "Optional end date filter in ISO date format YYYY-MM-DD (e.g. '2026-03-28'). Must be used together with dateFrom.",
      -  "type": "string"
      -}
    • 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"
      +]
    • removedInput schema / properties / free_cancellation
      Removed value: -{
      -  "description": "Filter for experiences with free cancellation (true) or non-refundable (false)",
      -  "type": "boolean"
      -}
    • addedInput schema / properties / indoor_outdoor
      Added value: +{
      +  "description": "Setting filter for weather-aware searches.",
      +  "enum": [
      +    "indoor",
      +    "outdoor",
      +    "either"
      +  ],
      +  "type": "string"
      +}
    • 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."
    • addedInput schema / properties / limit
      Added value: +{
      +  "default": 10,
      +  "description": "Number of results to return (1-50). Default 10.",
      +  "maximum": 50,
      +  "minimum": 1,
      +  "type": "integer"
      +}
    • removedInput schema / properties / max_duration
      Removed value: -{
      -  "description": "Maximum duration in minutes (e.g. 120 for under 2 hours)",
      -  "type": "number"
      -}
    • changedInput schema / properties / max_price / description
      Previous value: -"Optional maximum price in the experience's local currency"New value: +"Maximum price per person in the listed currency."
    • addedInput schema / properties / max_price / minimum
      Added value: +0
    • removedInput schema / properties / max_results
      Removed value: -{
      -  "default": 12,
      -  "description": "Maximum number of experiences to return (default 12, max 200)",
      -  "type": "number"
      -}
    • removedInput schema / properties / min_duration
      Removed value: -{
      -  "description": "Minimum duration in minutes (e.g. 60 for at least 1 hour)",
      -  "type": "number"
      -}
    • removedInput schema / properties / min_price
      Removed value: -{
      -  "description": "Optional minimum price in the experience's local currency",
      -  "type": "number"
      -}
    • changedInput schema / properties / min_rating / description
      Previous value: -"Minimum rating (e.g. 4.5 for top-rated experiences only)"New value: +"Minimum aggregate rating on a 0-5 scale."
    • addedInput schema / properties / min_rating / maximum
      Added value: +5
    • addedInput schema / properties / min_rating / minimum
      Added value: +0
    • addedInput schema / properties / min_review_count
      Added value: +{
      +  "description": "Minimum number of customer reviews. Use to filter out new or sparsely-reviewed products.",
      +  "minimum": 0,
      +  "type": "integer"
      +}
    • removedInput schema / properties / offset
      Removed value: -{
      -  "default": 0,
      -  "description": "Pagination offset. Skip this many results before returning. Use with max_results for cursor-based pagination.",
      -  "type": "number"
      -}
    • changedInput schema / properties / physical_level / description
      Previous value: -"Filter by physical difficulty level"New value: +"Physical exertion level. 'low' = seated or short walks; 'moderate' = sustained walking; 'high' = climbing, hiking, or active sports."
    • changedInput schema / properties / physical_level / enum
      Previous value: -[
      -  "Easy",
      -  "Moderate",
      -  "Demanding"
      -]New value: +[
      +  "low",
      +  "moderate",
      +  "high"
      +]
    • addedInput schema / properties / popular_only
      Added value: +{
      +  "description": "When true, restricts results to products that meet the popular threshold (4.5+ rating with 100+ reviews).",
      +  "type": "boolean"
      +}
    • changedInput schema / properties / query / description
      Previous value: -"Optional free-text filter matched against experience title and description (e.g. 'ghost tour', 'pizza', 'harry potter')"New value: +"Free-text query matched against title, venue, and description."
    • removedInput schema / properties / setting
      Removed value: -{
      -  "description": "Optional indoor/outdoor filter. Use Indoor for rainy days.",
      -  "enum": [
      -    "Indoor",
      -    "Outdoor",
      -    "Mixed"
      -  ],
      -  "type": "string"
      -}
    • removedInput schema / properties / sort
      Removed value: -{
      -  "default": "relevance",
      -  "description": "Optional result ordering. Valid values: relevance, popular, price_low, price_high, rating, best_value. \"popular\" prioritises experiences with price, imagery, rating >= 4.0, and a description.",
      -  "enum": [
      -    "relevance",
      -    "popular",
      -    "price_low",
      -    "price_high",
      -    "rating",
      -    "best_value"
      -  ],
      -  "type": "string"
      -}
    • addedInput schema / properties / stroller_friendly
      Added value: +{
      +  "description": "Filter to stroller-friendly products only.",
      +  "type": "boolean"
      +}
    • changedInput schema / properties / tags / description
      Previous value: -"Optional comma-separated tag filter. Results must match at least one tag. Valid tags: Musical, WestEnd, WalkingTour, FoodTour, Museum, Outdoor, HiddenGem, MustSee, Bestseller, Cruise, DayTrip, SkipTheLine, HopOnHopOff, WaterSport, Spa, BikeTour, Adventure, GuidedTour, Attraction, Transfer, SelfGuided, KidsAttraction, Show, Concert, Helicopter, WhaleWatching, Dining, Workshop, NightLife, Safari, Evening, Morning, Seasonal"New value: +"Enrichment tags to filter by. Common values: 'family-friendly', 'romantic', 'kid-friendly', 'date-night', 'rainy-day', 'first-timer', 'hidden-gem', 'food-and-drink', 'rooftop', 'sightseeing', 'museums', 'theatre', 'walking-tour', 'cruise', 'observation-deck', 'palace-castle', 'art-gallery', 'outdoors', 'indoors', 'wheelchair-accessible', 'stroller-friendly'. Multiple tags are AND-combined."
    • addedInput schema / properties / tags / items
      Added value: +{
      +  "type": "string"
      +}
    • changedInput schema / properties / tags / type
      Previous value: -"string"New value: +"array"
    • changedInput schema / properties / wheelchair_accessible / description
      Previous value: -"Filter for wheelchair-accessible experiences only"New value: +"Filter to wheelchair-accessible products only."
    • removedInput schema / required
      Removed value: -[
      -  "city"
      -]
  11. Changed2 schema fields changed
    • changedInput schema / properties / max_results / description
      Previous value: -"Maximum number of experiences to return (default 12, max 50)"New value: +"Maximum number of experiences to return (default 12, max 200)"
    • addedInput schema / properties / offset
      Added value: +{
      +  "default": 0,
      +  "description": "Pagination offset. Skip this many results before returning. Use with max_results for cursor-based pagination.",
      +  "type": "number"
      +}
  12. First observed

TDQS

A4.6/5.0
Behavior5/5

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

The annotations already mark the tool as read-only and idempotent, and the description adds meaningful behavioral context beyond that: query matching is name/venue only, no-match results return fallback_city_ranked with reason_codes, and restrict_to_top_rated is highlighted as a destructive WHERE clause despite the tool-level readOnlyHint. No contradiction with annotations.

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

Conciseness4/5

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

The description is long but every sentence earns its place: trigger conditions, query semantics, fallback behavior, return fields, and chaining suggestions. It is front-loaded with the core use case and remains compact relative to the tool's 13 parameters and its need to disambiguate from many siblings.

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?

For a complex tool with many optional filters and a wide sibling set, the description covers the key decision points: when to call it, what query matches, how fallback results are flagged, what fields are returned, and how to follow up. The output schema exists, so return-value documentation does not need to be repeated in the description.

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 explains each parameter in detail, so the baseline is 3. The tool description mostly reinforces query semantics and output usage rather than adding new parameter-level meaning beyond the schema.

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 opens with a specific trigger ('user names a city plus a category, query, or filter set') and a specific outcome ('ranked list of bookable experiences'), clearly stating the verb and resource. It also explicitly differentiates from search_by_mood and recommend_experiences, so an agent can distinguish this tool without opening schemas.

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

Usage Guidelines5/5

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

It states exactly when to use the tool, names alternatives for different user intents ('search_by_mood' for mood/theme, 'recommend_experiences' for free-text suggestions), and explains the fallback behavior. It also chains to render_experience_cards and get_experience_details, giving clear next-step guidance.

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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