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HappyMonkeyAI

OpenUSPublicDataMCP

resolve_us_geography

Convert US state names, abbreviations, or city/state strings into state FIPS codes for geographic data resolution.

Instructions

Resolve a US state name, abbreviation, or city/state string to state FIPS metadata.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
locationYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are provided, so the description carries full burden. It only states the core function without disclosing behavioral traits like authentication requirements, rate limits, or error handling. For a tool with no annotations, this is insufficient.

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 a single sentence of 12 words, front-loaded with the action and purpose. Every word is necessary and no extraneous information is provided.

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 simple tool with one parameter and an output schema (implied), the description covers the input format and output type. It does not address edge cases like ambiguous city names, but the presence of an output schema reduces the need for additional return value details.

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 0% (no description for the 'location' parameter). The description adds meaning by specifying acceptable inputs: US state name, abbreviation, or city/state string, which compensates for the lack of schema documentation.

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 states the verb 'resolve' and the resource: US state name/abbreviation/city/state string to state FIPS metadata. It distinguishes this tool from siblings, which focus on searching data sources or querying datasets.

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?

The description provides clear context on when to use the tool: when you have a US state name, abbreviation, or city/state string and need FIPS metadata. It does not explicitly state exclusions or alternatives, but the context is sufficient.

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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