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localhum

What's on

localhum_whats_on
Read-onlyIdempotent

Find what's on at San Diego's bars, breweries, clubs, cafes, galleries and small venues from a question in plain words. Use it for questions about events or things to do in San Diego: live music, a band or DJ, trivia, karaoke, comedy, open mics, drag, dance nights, run clubs, markets, classes, happy hours and deals, on a day or in a neighbourhood. Pass the question the way the person said it, place and time included: "live jazz in North Park tonight", "free things to do this weekend", "happy hour near Ocean Beach on Friday", "anything at the Casbah this week". Place, time, the kinds of thing wanted, what to leave out ("not happy hours"), free and for kids are all read from the words, so keep them in and don't rewrite them into keyword lists. A short list works ("comedy or open mic"); for several different wishes, ask once for each. With no place it searches all of Greater San Diego; with no time, the next seven days. It covers San Diego County only (localhum_areas lists every neighbourhood and city); for anywhere else it says so and lists nothing. Returns listings with the day, time, venue, neighbourhood, price when the venue gave one, and a link to each. Several pages of results come with next_offset. Each listing comes with its localhum link; localhum's terms allow personal, non-commercial use with that link (localhum.app/terms#use).

Input Schema

NameRequiredDescriptionDefault
dayNoOptional. The days to search when the question names no time: today, tonight, tomorrow, this_weekend, this_week, next_weekend, next_week, monday, tuesday, wednesday, thursday, friday, saturday, sunday, a date (YYYY-MM-DD) or a range (YYYY-MM-DD..YYYY-MM-DD, up to 31 days). A time in the question wins.
areaNoOptional. A neighbourhood or region to search when the question names no place: a name ("Ocean Beach", "OB") or an area value from localhum_areas ("san-diego/ocean-beach", "greater-san-diego").
freeNoOptional. true: only things that are free.
kindsNoOptional. The kinds of thing wanted, when you know them; used as given instead of reading them from the question. One or more of: live-music (Live music), open-mic (Jam & open mic), dj (DJ & dance night), karaoke (Karaoke), social-dance (Social dance), comedy (Comedy), drag (Drag & cabaret), theatre (Theatre & dance), spoken-word (Spoken word), film (Film), wrestling (Wrestling & combat), trivia (Trivia), bingo (Bingo), game-night (Game night), bar-games (Bar games), happy-hour (Happy hour & deals), tasting (Tasting & release), food-truck (Food trucks & pop-ups), brunch (Brunch), cooking-class (Cooking class), farmers-market (Farmers market), market (Market & fair), shop-event (Shop event), art (Art show), museum (Museum & history), science-nature (Science & nature), art-class (Art class), craft (Craft & make), writing (Writing & words), talk-workshop (Talk & workshop), kids-program (Kids program), yoga (Yoga & pilates), fitness (Fitness), wellness (Wellness), run-ride (Run & ride), race (Race & challenge), outdoors (Outdoors), play-league (Play & league), sports-screen (Game on screen), live-sports (Live sports), civic (Civic), volunteer (Volunteer), fundraiser (Fundraiser & benefit), club (Club & meetup), faith-cultural (Faith & cultural), rally (Rally & march), festival (Festival & fair), parade (Parade & spectacle), party (Holiday & party).
limitNoListings to return, 1 to 50.
offsetNoListings to skip, for the next page: the next_offset of the previous answer.
excludeNoOptional. Kinds to leave out, from the same list ("happy-hour" leaves out happy hours and deals).
for_kidsNoOptional. true: only things for children or families.
questionYesThe question in plain words, with its place and time: "trivia tonight in Hillcrest", "what's on in OB this weekend", "comedy next Friday".
response_formatNoconcise: one line a listing with its link. detailed: adds the address, the full description, ticket links and start and end times.concise

Output Schema

NameRequiredDescriptionDefault
sectionsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.6/5.0
Behavior4/5

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

Annotations cover the safety profile (readOnly, idempotent, non-destructive, openWorld), and the description adds substantial behaviour beyond them: default scope when place or time is omitted (all Greater San Diego, next seven days), multi-page results signalled by next_offset, and the licensing constraint that listings carry a localhum link for personal, non-commercial use. Return contents are listed rather than left to the output schema, which is mild duplication, and rate-limit/error behaviour is not addressed.

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?

Front-loaded with purpose and usage, then defaults, then return shape and licensing — a sensible information hierarchy with no filler. The middle paragraph of quoted example questions runs slightly long, but each clause carries distinct guidance.

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 10-parameter tool whose schema is fully documented and which has both annotations and an output schema, the description still covers the gaps that matter: default search scope, out-of-region behaviour, pagination via next_offset, and licensing terms. Nothing an agent needs in order to call it 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%, so baseline is 3, but the description adds genuine semantics: the question must be passed verbatim with place and time intact rather than rewritten into keyword lists, and place/time/kinds/exclusions/free/for-kids are all read out of the words, which clarifies the interaction between the required question and the optional override parameters. It stops short of explaining precedence per-parameter, which the schema does handle individually.

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?

"Find what's on at San Diego's bars, breweries, clubs, cafes, galleries and small venues from a question in plain words" gives a specific verb, resource and geography. The scope statement ("covers San Diego County only") plus the pointer to localhum_areas and away from localhum_venue makes it clearly distinguishable from both siblings.

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?

Explicit when-to-use ("questions about events or things to do in San Diego") with an enumerated set of intents, plus explicit when-not (outside San Diego County → says so and lists nothing). It also describes how to split multiple wishes into separate calls and names localhum_areas for neighbourhood resolution.

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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