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cindyhsugit

mcp-server-simpsons-cities

by cindyhsugit

get_simpsons_city

Find real U.S. cities near a given zip code that share a name with a Simpsons character, place, or business. Specify a radius to refine your search.

Instructions

Find real cities near a given US zip code that share a name with a character, place, or business from The Simpsons.

Args: zipcode: A 5-digit US zip code to search near. radius_km: Search radius in kilometers (default 30, free-tier max ~30).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
zipcodeYes
radius_kmNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

No annotations provided, so the description must carry the behavioral burden. It states the tool 'finds' (implying a read-only operation), and adds the free-tier max radius constraint. It does not discuss error handling or rate limits, but for a simple search the disclosure is adequate.

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

Conciseness5/5

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

The description is two sections: a one-sentence purpose and a compact Args list. Every sentence is informative, and the formatting is clear and scannable. No filler or redundancy.

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?

The output schema covers return values, so the description only needs to cover inputs and usage. It does this well by explaining the search criteria, default radius, and free-tier limit. Minor gaps like invalid zipcode behavior are acceptable for this type of tool.

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

Parameters5/5

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

The input schema has zero descriptions, but the description compensates by specifying that zipcode is a 5-digit US zip code, radius_km is in kilometers with a default of 30 and a free-tier max of ~30. This adds critical meaning beyond the raw schema types.

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 clearly specifies the verb (Find), the resource (real cities near a US zip code), and the unique filter (share a name with The Simpsons elements). This fully distinguishes the tool from any potential alternatives, even though none are listed.

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?

Provides clear context: searches near a given zip code, radius_km default and free-tier max. No exclusions or alternatives are mentioned because there are no sibling tools, but the usage context is sufficient for an agent to know when to invoke it.

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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