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get_trending

Read-onlyIdempotent

Returns what is trending in Milwaukee County today and this week, from local independent news and independent venues. Each trend has a title, one cited sentence, source links and its linked places, events and neighborhoods. Use it for what people in Milwaukee are talking about now. Optionally narrow to one neighborhood.

Input Schema

NameRequiredDescriptionDefault
neighborhoodNoOnly trends linked to this neighborhood slug, for example bay-view.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), and the description adds genuinely new context: the data sources and the shape of each returned trend. With no output schema, disclosing result fields is valuable; missing only result counts/limits or freshness details.

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?

Four compact sentences, front-loaded with geography and time window, followed by return content and then usage. Minor redundancy between "what is trending... today and this week" and "what people... are talking about now," but no sentence is wasted.

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

Completeness4/5

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

For a single-optional-parameter read tool with no output schema, the description supplies both the return-field inventory and the source provenance, which is what an agent needs to decide to call it and to trust the results. Volume limits and recency semantics remain unspecified.

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 coverage is 100% and the single neighborhood parameter is fully documented in the schema, including slug format and an example. The description only restates that narrowing is optional, adding no syntax or semantics beyond the schema, so baseline 3 applies.

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?

States a specific verb and resource with explicit scope: trending content in Milwaukee County over today and this week, sourced from local independent news and venues. The content profile (title, cited sentence, source links, linked places/events/neighborhoods) makes it clearly distinct from sibling lookups like get_entity, get_place, or search.

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?

"Use it for what people in Milwaukee are talking about now" gives a clear situational cue, and the closing line states the optional narrowing behavior. It does not name an alternative tool or state when-not to use it, so it stops short of full routing 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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