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Search Local Events

search_events

Find events matching a user's natural-language request. Combines semantic search over venue vibes, geographic radius filtering, date/cost/category hard filters, and strict safety tags. Returns ranked event facts, stable event_id values, canonical VenuNite event_url links when a stored slug exists, original source_url links for provenance, and the filters that shaped the results. The legacy url field remains the original source. Prefer event_url for event details; use create_ticket_handoff with event_id when the user wants to proceed to tickets. Call this ONCE per user query with the structured args you inferred from their question — do not try to issue multiple speculative calls.

The tool cannot buy tickets, create or modify events, edit calendars, or message organizers. Calls record private quota and request telemetry. An uncached place_name is sent to the public Nominatim geocoder.

Tag vocabulary is fixed (49 canonical tags across 6 facets: ambiance, social, time, age, venue_type, activity). See the vibe_tags field description.

Safety-critical tags (queer-friendly, family-friendly, all-ages, 18-plus, 21-plus) are hard filters: results that don't satisfy them are excluded entirely, never just down-ranked. family-friendly, all-ages, 18-plus and 21-plus are judged on each event's own audience and age policy, with the venue's tag counting only when the event's classification doesn't contradict it; queer-friendly is a venue tag. Only include a safety tag when the user's query explicitly requested it.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNoOrdering axis. Results are presented by calendar day in timezone; sort orders within each day. With query_text and no explicit sort (or relevance), the server selects the strongest event-text and venue-vibe matches before applying that day order. Explicit date, distance, or demand sorts select by day and that axis. Without query_text, default date is chronological.
limitNoNumber of events to return. Default 20. Prefer small (5-10) when the user asked for a single recommendation.
date_endNoExclusive ISO-8601 end of the search window, including the local UTC offset. Default: 14 days from date_start. 'Tonight' → date_start + 6 hours. 'Next weekend' → date_start + 2 days. An event starting exactly at date_end is outside this window.
max_costNoUpper bound on event cost in USD. 'cheap' ≈ 15, 'affordable' ≈ 30, 'under $X' → X. Set include_unknown_prices=false when the user explicitly wants a verified budget such as 'under $100'. max_cost=0 returns only proven-free events. Leave unset if the user didn't constrain price.
min_costNoLower bound on event cost. Rarely useful — only set when the user explicitly excluded free events.
timezoneNoIANA timezone (e.g. 'America/New_York') used for the calendar-day grouping of results. Default UTC — pass the user's local zone so 'today/tomorrow' day buckets match their clock.
vibe_tagsNoCanonical vibe vocabulary. Include tags the user explicitly or strongly implied. IMPORTANT: the tags `queer-friendly`, `family-friendly`, `all-ages`, `18-plus`, `21-plus` are HARD filters — only include them when the user's query explicitly asked for that property. Including `family-friendly` for a user who just said 'something fun tonight' will exclude most events.
categoriesNoEvent category(s). Map the user's intent: 'live music' → music, 'standup' → comedy, 'trivia night' → trivia-games, 'art opening' → arts-culture. 'anything to do' → omit (no category filter).
center_latNoLatitude (only if you already have precise coordinates — otherwise pass place_name).
center_lngNoLongitude (paired with center_lat).
date_matchNooverlap includes events already running during the window, such as multi-day festivals or prior-night shows; events ending exactly at date_start are excluded. starts_within requires the event to start at or after date_start and before date_end. Prefer starts_within for requests about events starting tomorrow, on a specified date, this evening, or this weekend. Keep overlap when the user asks what is currently happening or wants ongoing activities.overlap
date_startNoInclusive ISO-8601 start of the search window, including the local UTC offset. Default: now. For 'tonight' pass now. For 'this weekend' pass the upcoming Saturday midnight. The timezone field controls day grouping, not parsing: date-times without an offset are interpreted as UTC. Use date_match=starts_within when the user wants events starting on a particular date or evening.
local_onlyNoSet true when the user's query implies 'in my immediate area' — 'what's on my block', 'nearby tonight', 'close by'. The server clamps the effective radius to a neighborhood-scale max based on local density (≤10mi urban, ≤30mi suburban, ≤50mi rural), even if radius_miles is larger. Prefer this over guessing a small radius — the server knows the density of the area and you don't.
place_nameNoHuman-readable location if the user mentioned one: 'Westminster, CO' or 'Five Points Denver'. Prefer this over guessed lat/lng when you have a name; existing precise coordinates take precedence. Always include the state abbrev when the city name is ambiguous. An unresolved place returns location_unresolved; correct the place or use known coordinates rather than dropping the location.
query_textNoFree-text vibe description extracted from the user's query. Keep it short — e.g. 'chill jazz' or 'loud rock club'. Omit when the user's request is purely geographic / tag-based (e.g. 'any comedy shows tonight near me').
state_hintNoTwo-letter state abbreviation to disambiguate place_name (e.g. place_name 'Frederick' + state_hint 'MD'). Unnecessary when place_name already contains the state.
radius_milesNoSearch radius in miles. OMIT this field to let the server pick a density-aware default: 5mi in dense metros (Chicago, NYC), 15mi suburban, 25mi rural. Only pass an explicit value when the user's phrasing implies a specific scope: - 'walking distance' / 'on my block' → 2-3 - 'near me' in a dense downtown or neighborhood → 5-7 - 'near me' in a suburb → 10-15 - 'metro area' / 'anywhere in <city>' → 25-30 - rural 'near me' or 'within driving distance' → 25-50 For a user who says 'things to do tonight' in Lincolnwood, Chicago, or any other dense-urban location: omit this field. Passing 15 there pulls events from 8-10 miles away in other neighborhoods, which is worse than the density-aware default. Range 0.5 to 500. An out-of-range value FAILS the entire call and returns zero events — it is not clamped — so omit the field rather than guessing. Use 'local_only: true' instead of a small radius when you're unsure of local density.
max_events_per_venueNoPer-venue diversity cap. Default 1 — each venue contributes at most one event, giving a diverse 'what's on' feed. Raise to 3-5 for 'what's on at <specific venue>' queries where the user expects multiple shows from the same room.
include_unknown_pricesNoInclude events whose admission price cannot be determined. Default true preserves broad discovery; positive price bounds may then include unknown prices, which must be labeled unverified. Set false with min_cost/max_cost when the user explicitly requires a verified budget. This never relaxes the proven-free requirement of max_cost=0.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorNo
resultsYes
applied_filtersNo
validation_errorsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedOutput schema / properties / results / items / properties / event_id
      Added value: +{
      +  "description": "Stable VenuNite identity; use this value with create_ticket_handoff.",
      +  "type": "integer"
      +}
    • addedOutput schema / properties / results / items / properties / event_url
      Added value: +{
      +  "description": "Canonical VenuNite event page; null when no stored slug exists. Prefer this link for event details.",
      +  "format": "uri",
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / results / items / properties / source_url
      Added value: +{
      +  "description": "Original event source for provenance. The legacy url field retains the same meaning.",
      +  "format": "uri",
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
  2. Changed1 schema field changed
    • changedInput schema / properties / vibe_tags / description
      Previous value: -"Canonical vibe vocabulary. Include tags the user explicitly or strongly implied. IMPORTANT: the tags `queer-friendly`, `family-friendly`, `all-ages`, `18-plus`, `21-plus` are HARD filters — only include them when the user's query explicitly asked for that property. Including `family-friendly` for a user who just said 'something fun tonight' will exclude most venues."New value: +"Canonical vibe vocabulary. Include tags the user explicitly or strongly implied. IMPORTANT: the tags `queer-friendly`, `family-friendly`, `all-ages`, `18-plus`, `21-plus` are HARD filters — only include them when the user's query explicitly asked for that property. Including `family-friendly` for a user who just said 'something fun tonight' will exclude most events."
  3. Changed3 schema fields changed
    • changedInput schema / properties / radius_miles / description
      Previous value: -"Search radius in miles. OMIT this field to let the server pick a density-aware default: 5mi in dense metros (Chicago, NYC), 15mi suburban, 25mi rural. Only pass an explicit value when the user's phrasing implies a specific scope:\n  - 'walking distance' / 'on my block' → 2-3\n  - 'near me' in a dense downtown or neighborhood → 5-7\n  - 'near me' in a suburb → 10-15\n  - 'metro area' / 'anywhere in <city>' → 25-30\n  - rural 'near me' or 'within driving distance' → 25-50\n\nFor a user who says 'things to do tonight' in Lincolnwood, Chicago, or any other dense-urban location: omit this field. Passing 15 there pulls events from 8-10 miles away in other neighborhoods, which is worse than the density-aware default.\n\nMax 500. Use 'local_only: true' instead of a small radius when you're unsure of local density."New value: +"Search radius in miles. OMIT this field to let the server pick a density-aware default: 5mi in dense metros (Chicago, NYC), 15mi suburban, 25mi rural. Only pass an explicit value when the user's phrasing implies a specific scope:\n  - 'walking distance' / 'on my block' → 2-3\n  - 'near me' in a dense downtown or neighborhood → 5-7\n  - 'near me' in a suburb → 10-15\n  - 'metro area' / 'anywhere in <city>' → 25-30\n  - rural 'near me' or 'within driving distance' → 25-50\n\nFor a user who says 'things to do tonight' in Lincolnwood, Chicago, or any other dense-urban location: omit this field. Passing 15 there pulls events from 8-10 miles away in other neighborhoods, which is worse than the density-aware default.\n\nRange 0.5 to 500. An out-of-range value FAILS the entire call and returns zero events — it is not clamped — so omit the field rather than guessing. Use 'local_only: true' instead of a small radius when you're unsure of local density."
    • addedInput schema / properties / radius_miles / maximum
      Added value: +500
    • addedInput schema / properties / radius_miles / minimum
      Added value: +0.5
  4. Changed3 schema fields changed
    • addedOutput schema / properties / applied_filters / properties / horizon_end
      Added value: +{
      +  "format": "date-time",
      +  "type": [
      +    "string",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / applied_filters / properties / policy_version
      Added value: +{
      +  "type": [
      +    "integer",
      +    "null"
      +  ]
      +}
    • addedOutput schema / properties / applied_filters / properties / requested_limit
      Added value: +{
      +  "type": [
      +    "integer",
      +    "null"
      +  ]
      +}
  5. Changed8 schema fields changed
    • changedInput schema / properties / date_end / description
      Previous value: -"ISO-8601 end of the search window. Default: 14 days from date_start. 'Tonight' → date_start + 6 hours. 'Next weekend' → date_start + 2 days."New value: +"Exclusive ISO-8601 end of the search window, including the local UTC offset. Default: 14 days from date_start. 'Tonight' → date_start + 6 hours. 'Next weekend' → date_start + 2 days. An event starting exactly at date_end is outside this window."
    • addedInput schema / properties / date_match
      Added value: +{
      +  "default": "overlap",
      +  "description": "overlap includes events already running during the window, such as multi-day festivals or prior-night shows; events ending exactly at date_start are excluded. starts_within requires the event to start at or after date_start and before date_end. Prefer starts_within for requests about events starting tomorrow, on a specified date, this evening, or this weekend. Keep overlap when the user asks what is currently happening or wants ongoing activities.",
      +  "enum": [
      +    "overlap",
      +    "starts_within"
      +  ],
      +  "type": "string"
      +}
    • changedInput schema / properties / date_start / description
      Previous value: -"ISO-8601 start of the search window. Default: now. For 'tonight' pass now. For 'this weekend' pass the upcoming Saturday midnight. NOTE: the window matches by OVERLAP — an event that STARTED before date_start but is still running during the window (multi-day festival, a show that ends after midnight) is included. Filter client-side on `start` if you strictly need events that begin inside the window."New value: +"Inclusive ISO-8601 start of the search window, including the local UTC offset. Default: now. For 'tonight' pass now. For 'this weekend' pass the upcoming Saturday midnight. The timezone field controls day grouping, not parsing: date-times without an offset are interpreted as UTC. Use date_match=starts_within when the user wants events starting on a particular date or evening."
    • addedInput schema / properties / include_unknown_prices
      Added value: +{
      +  "default": true,
      +  "description": "Include events whose admission price cannot be determined. Default true preserves broad discovery; positive price bounds may then include unknown prices, which must be labeled unverified. Set false with min_cost/max_cost when the user explicitly requires a verified budget. This never relaxes the proven-free requirement of max_cost=0.",
      +  "type": "boolean"
      +}
    • changedInput schema / properties / max_cost / description
      Previous value: -"Upper bound on event cost in USD. 'cheap' ≈ 15, 'affordable' ≈ 30, 'under $X' → X. Leave unset if the user didn't constrain price."New value: +"Upper bound on event cost in USD. 'cheap' ≈ 15, 'affordable' ≈ 30, 'under $X' → X. Set include_unknown_prices=false when the user explicitly wants a verified budget such as 'under $100'. max_cost=0 returns only proven-free events. Leave unset if the user didn't constrain price."
    • changedInput schema / properties / place_name / description
      Previous value: -"Human-readable location if the user mentioned one: 'Westminster, CO' or 'Five Points Denver'. Prefer this over lat/lng when you have a name. Always include the state abbrev when the city name is ambiguous."New value: +"Human-readable location if the user mentioned one: 'Westminster, CO' or 'Five Points Denver'. Prefer this over guessed lat/lng when you have a name; existing precise coordinates take precedence. Always include the state abbrev when the city name is ambiguous. An unresolved place returns location_unresolved; correct the place or use known coordinates rather than dropping the location."
    • addedOutput schema / properties / applied_filters / properties / date_match
      Added value: +{
      +  "enum": [
      +    "overlap",
      +    "starts_within"
      +  ],
      +  "type": "string"
      +}
    • addedOutput schema / properties / applied_filters / properties / include_unknown_prices
      Added value: +{
      +  "type": "boolean"
      +}
  6. Changed1 schema field changed
    • changedInput schema / properties / sort / description
      Previous value: -"Ordering axis. Results are always grouped chronologically by calendar day (in `timezone`); `sort` orders WITHIN each day. 'date' (default) = by start time; 'distance' = nearest first; 'demand' = most popular first; 'relevance' = semantic score first (best with query_text)."New value: +"Ordering axis. Results are presented by calendar day in timezone; sort orders within each day. With query_text and no explicit sort (or relevance), the server selects the strongest event-text and venue-vibe matches before applying that day order. Explicit date, distance, or demand sorts select by day and that axis. Without query_text, default date is chronological."
  7. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "additionalProperties": false,
      +  "anyOf": [
      +    {
      +      "required": [
      +        "applied_filters"
      +      ]
      +    },
      +    {
      +      "required": [
      +        "error"
      +      ]
      +    }
      +  ],
      +  "properties": {
      +    "applied_filters": {
      +      "additionalProperties": false,
      +      "properties": {
      +        "categories": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        },
      +        "center": {
      +          "anyOf": [
      +            {
      +              "items": {
      +                "type": "number"
      +              },
      +              "maxItems": 2,
      +              "minItems": 2,
      +              "type": "array"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ]
      +        },
      +        "d_half_miles": {
      +          "type": "number"
      +        },
      +        "date_end": {
      +          "format": "date-time",
      +          "type": "string"
      +        },
      +        "date_start": {
      +          "format": "date-time",
      +          "type": "string"
      +        },
      +        "density_class": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        },
      +        "limit": {
      +          "type": "integer"
      +        },
      +        "local_only": {
      +          "type": "boolean"
      +        },
      +        "max_cost": {
      +          "type": [
      +            "number",
      +            "null"
      +          ]
      +        },
      +        "max_events_per_venue": {
      +          "type": "integer"
      +        },
      +        "min_cost": {
      +          "type": [
      +            "number",
      +            "null"
      +          ]
      +        },
      +        "original_radius_miles": {
      +          "type": [
      +            "number",
      +            "null"
      +          ]
      +        },
      +        "original_strict_tags": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        },
      +        "query_text": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        },
      +        "radius_miles": {
      +          "type": "number"
      +        },
      +        "relaxed": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        },
      +        "soft_tags": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        },
      +        "sort": {
      +          "type": "string"
      +        },
      +        "sort_requested": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        },
      +        "strict_tags": {
      +          "items": {
      +            "type": "string"
      +          },
      +          "type": "array"
      +        }
      +      },
      +      "type": "object"
      +    },
      +    "error": {
      +      "type": "string"
      +    },
      +    "results": {
      +      "items": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "age": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "category": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "cost_numeric": {
      +            "type": [
      +              "number",
      +              "null"
      +            ]
      +          },
      +          "cost_text": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "description": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "end": {
      +            "format": "date-time",
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "image_url": {
      +            "format": "uri",
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "is_free": {
      +            "type": [
      +              "boolean",
      +              "null"
      +            ]
      +          },
      +          "slug": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "start": {
      +            "format": "date-time",
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "title": {
      +            "type": "string"
      +          },
      +          "url": {
      +            "format": "uri",
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "venue": {
      +            "additionalProperties": false,
      +            "properties": {
      +              "city": {
      +                "type": [
      +                  "string",
      +                  "null"
      +                ]
      +              },
      +              "distance_miles": {
      +                "type": [
      +                  "number",
      +                  "null"
      +                ]
      +              },
      +              "name": {
      +                "type": "string"
      +              },
      +              "state": {
      +                "type": [
      +                  "string",
      +                  "null"
      +                ]
      +              },
      +              "vibeTags": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              }
      +            },
      +            "required": [
      +              "name",
      +              "city",
      +              "state",
      +              "vibeTags",
      +              "distance_miles"
      +            ],
      +            "type": "object"
      +          }
      +        },
      +        "required": [
      +          "title",
      +          "slug",
      +          "description",
      +          "start",
      +          "end",
      +          "cost_text",
      +          "is_free",
      +          "cost_numeric",
      +          "age",
      +          "category",
      +          "url",
      +          "image_url",
      +          "venue"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "validation_errors": {
      +      "items": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "field": {
      +            "type": "string"
      +          },
      +          "message": {
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "field",
      +          "message"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    }
      +  },
      +  "required": [
      +    "results"
      +  ],
      +  "type": "object"
      +}
  8. Changed5 schema fields changed
    • changedInput schema / properties / categories / items / enum
      Previous value: -[
      -  "music",
      -  "karaoke",
      -  "sports",
      -  "comedy",
      -  "theater",
      -  "trivia-games",
      -  "food-drink",
      -  "arts-culture",
      -  "community"
      -]New value: +[
      +  "music",
      +  "karaoke",
      +  "sports",
      +  "comedy",
      +  "theater",
      +  "trivia-games",
      +  "food-drink",
      +  "arts-culture",
      +  "community",
      +  "festivals"
      +]
    • changedInput schema / properties / date_start / description
      Previous value: -"ISO-8601 start of the search window. Default: now. For 'tonight' pass now. For 'this weekend' pass the upcoming Saturday midnight."New value: +"ISO-8601 start of the search window. Default: now. For 'tonight' pass now. For 'this weekend' pass the upcoming Saturday midnight. NOTE: the window matches by OVERLAP — an event that STARTED before date_start but is still running during the window (multi-day festival, a show that ends after midnight) is included. Filter client-side on `start` if you strictly need events that begin inside the window."
    • addedInput schema / properties / sort
      Added value: +{
      +  "description": "Ordering axis. Results are always grouped chronologically by calendar day (in `timezone`); `sort` orders WITHIN each day. 'date' (default) = by start time; 'distance' = nearest first; 'demand' = most popular first; 'relevance' = semantic score first (best with query_text).",
      +  "enum": [
      +    "date",
      +    "distance",
      +    "demand",
      +    "relevance"
      +  ],
      +  "type": "string"
      +}
    • addedInput schema / properties / state_hint
      Added value: +{
      +  "description": "Two-letter state abbreviation to disambiguate place_name (e.g. place_name 'Frederick' + state_hint 'MD'). Unnecessary when place_name already contains the state.",
      +  "type": "string"
      +}
    • addedInput schema / properties / timezone
      Added value: +{
      +  "description": "IANA timezone (e.g. 'America/New_York') used for the calendar-day grouping of results. Default UTC — pass the user's local zone so 'today/tomorrow' day buckets match their clock.",
      +  "type": "string"
      +}
  9. Changed4 schema fields changed
    • addedInput schema / properties / local_only
      Added value: +{
      +  "default": false,
      +  "description": "Set true when the user's query implies 'in my immediate area' — 'what's on my block', 'nearby tonight', 'close by'. The server clamps the effective radius to a neighborhood-scale max based on local density (≤10mi urban, ≤30mi suburban, ≤50mi rural), even if radius_miles is larger. Prefer this over guessing a small radius — the server knows the density of the area and you don't.",
      +  "type": "boolean"
      +}
    • changedInput schema / properties / radius_miles / default
      Previous value: -15New value: +null
    • changedInput schema / properties / radius_miles / description
      Previous value: -"Search radius in miles. Default 15 if the user said 'near X' without specifying. 25-30 for 'metro area', 5 for 'walking distance'. Max 500."New value: +"Search radius in miles. OMIT this field to let the server pick a density-aware default: 5mi in dense metros (Chicago, NYC), 15mi suburban, 25mi rural. Only pass an explicit value when the user's phrasing implies a specific scope:\n  - 'walking distance' / 'on my block' → 2-3\n  - 'near me' in a dense downtown or neighborhood → 5-7\n  - 'near me' in a suburb → 10-15\n  - 'metro area' / 'anywhere in <city>' → 25-30\n  - rural 'near me' or 'within driving distance' → 25-50\n\nFor a user who says 'things to do tonight' in Lincolnwood, Chicago, or any other dense-urban location: omit this field. Passing 15 there pulls events from 8-10 miles away in other neighborhoods, which is worse than the density-aware default.\n\nMax 500. Use 'local_only: true' instead of a small radius when you're unsure of local density."
    • changedInput schema / properties / vibe_tags / description
      Previous value: -"Canonical vibe vocabulary. Include tags the user explicitly or strongly implied. IMPORTANT: the tags `family-friendly`, `all-ages`, `18-plus`, `21-plus` are HARD filters — only include them when the user's query explicitly asked for that property. Including `family-friendly` for a user who just said 'something fun tonight' will exclude most venues."New value: +"Canonical vibe vocabulary. Include tags the user explicitly or strongly implied. IMPORTANT: the tags `queer-friendly`, `family-friendly`, `all-ages`, `18-plus`, `21-plus` are HARD filters — only include them when the user's query explicitly asked for that property. Including `family-friendly` for a user who just said 'something fun tonight' will exclude most venues."
  10. First observed

TDQS

A4.8/5.0
Behavior5/5

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

Annotations only convey readOnlyHint=false/openWorldHint/idempotentHint=false, so the description carries the burden — and it delivers: it discloses that calls 'record private quota and request telemetry', that an uncached place_name 'is sent to the public Nominatim geocoder', and that the tool cannot buy tickets, modify events, edit calendars, or message organizers. It also explains the hard-filter exclusion semantics for safety tags, which is genuine behavioral context beyond the annotation flags.

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 (~250 words) but front-loaded with a clear purpose sentence, then organized into coherent blocks: return semantics, usage constraints, side effects, and tag policy. Each paragraph earns its place, though the safety-tag hard-filter guidance partially duplicates the vibe_tags schema description, and the length slightly exceeds what a leaner rewrite could achieve.

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 19-parameter, no-required-args search tool with an output schema present, the description is complete: it covers call frequency, field-usage philosophy, side effects, capabilities/limits, sibling routing, and tag-filter semantics. With the output schema and 100% schema coverage handling return shape and parameter details, nothing an agent needs to invoke this correctly is missing.

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

Parameters4/5

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

Schema coverage is 100% and the schema descriptions are already rich (radius_miles has detailed mapping, date_start/date_end give defaults, vibe_tags warns about hard filters), so baseline is 3. The description adds value above that by defining the fixed tag vocabulary (49 canonical tags across 6 facets), clarifying how family-friendly/all-ages safety tags are judged (event classification over venue tag, with queer-friendly being purely a venue tag), and reinforcing the explicit-request rule for safety tags.

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?

Opens with a specific verb and resource ('Find events matching a user's natural-language request') and enumerates the exact mechanism (semantic search, radius filtering, hard filters, safety tags) and return payload. It also distinguishes itself from the only sibling, create_ticket_handoff, by specifying when to use that tool instead. No ambiguity remains about what this tool does.

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?

Gives explicit when-to-use guidance ('Call this ONCE per user query... do not try to issue multiple speculative calls') and names the alternative with its trigger condition ('use create_ticket_handoff with event_id when the user wants to proceed to tickets'). It also warns against common misuse (speculative calls, guessing radii, including safety tags the user didn't request).

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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