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Benefit galas: the dates, the dress code, and who the money goes to

benefit_galas
Read-onlyIdempotent

The East End's 2026 benefit season: 15 dated charity galas, each joined to the nonprofit it raises for. dressCode is the organiser's own: it is 'Cocktail' on 9 of the 15 and 'Black Tie' on 1; the codes on file are Black Tie, Casual, Cocktail, Garden Casual, Hamptons Chic, Rodeo Glam. tickets.publishedRate is per record: false on 14 of the 15, a verified finding that the organiser hands off to a ticketing platform and prints no rate; true on 1, where tickets.published carries the organiser's own figure with the URL an editor read it from and the date, as the entry rate ('from') of a ladder. tickets.tier is a relative band across these events, not a figure. tickets.publishedTiers, where present, is a published line an editor read, including lines that say no price is published and give a phone number. beneficiary carries the charity's mission, phone, donateUrl and volunteerUrl, verified more recently than the ticket link. alsoThisSeason holds marquee fixtures with no dated gala record (the Hampton Classic, Authors Night, the art fair). Past benefits appear only when from is an earlier date. Returns up to 10. townScope reports how the place argument was read; townScope.recognized: false means the name matched no East End place, the rows array is empty, and didYouMean lists near matches where any exist.

Input Schema

NameRequiredDescriptionDefault
toNoISO date. Omit for the rest of the season.
fromNoISO date. Default is today (East End local), so only benefits still to come are returned. Pass an earlier date to reach ones already held.
townNoA hamlet ('East Hampton', 'Sag Harbor') or a region ('the Hamptons', 'North Fork'), in the asker's own words.
causeNoFilter to one cause, when the question is plainly about one.
queryNoWhat to look for, e.g. 'animal', 'ARF', 'black tie', 'film', 'land trust', or a benefit's name.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • changedInput schema / properties / query / description
      Previous value: -"What they are after, e.g. 'animal', 'ARF', 'black tie', 'film', 'land trust', or a benefit's name."New value: +"What to look for, e.g. 'animal', 'ARF', 'black tie', 'film', 'land trust', or a benefit's name."
    • changedInput schema / properties / town / description
      Previous value: -"A hamlet ('East Hampton', 'Sag Harbor') or a region ('the Hamptons', 'North Fork'). Pass the asker's own words."New value: +"A hamlet ('East Hampton', 'Sag Harbor') or a region ('the Hamptons', 'North Fork'), in the asker's own words."
  2. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  3. First observed

TDQS

A4.4/5.0
Behavior5/5

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

Annotations already declare readOnly/idempotent/closed-world, yet the description still adds substantial behavioral context: results cap at 10, `townScope` reports how the place argument was read, unrecognized towns yield an empty rows array plus `didYouMean`, and ticket-rate fields carry provenance about who published them. The `publishedRate` false/true semantics and the warning that `tickets.tier` is a relative band rather than a figure are exactly the kind of disclosure an agent needs to avoid misreading results.

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 resource and scope are front-loaded, and nearly every clause carries a distinct fact about a returned field rather than restating the name. It is dense and run-on in places, packing many field-level claims into one paragraph, but little is genuinely redundant given there is no output schema to carry them.

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?

With no output schema and five optional filters, the description does the heavy lifting: it describes the returned record's structure (`tickets.published`, `publishedTiers`, `beneficiary` with donateUrl/volunteerUrl, `alsoThisSeason`), the 10-row cap, and the empty-result path. An agent could call this correctly and interpret the response without further documentation.

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%, so the baseline is 3, but the description adds real meaning beyond the schema: it explains how the `town` argument is interpreted (via `townScope`, with near-match fallback) and that `from` reaching into the past is the only way to surface held benefits. It doesn't add syntax detail for `query` or `cause` beyond what the schema already says, which keeps it from a 5.

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 names a specific resource and scope: 'The East End's 2026 benefit season: 15 dated charity galas, each joined to the nonprofit it raises for.' That is concrete enough to separate it from generic siblings like upcoming_events or things_to_do, and the closing note about past benefits makes the temporal boundary explicit.

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

Usage Guidelines3/5

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

Usage is implied rather than stated up front: past events appear only when `from` is an earlier date and `townScope.recognized: false` explains empty results. But the description never plainly says when to pick this over upcoming_events or things_to_do, nor does it state the intent ('charity galas' vs general events) as a selection rule; the when-to-use conditions live mostly in the schema text.

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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