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HappyMonkeyAI

OpenUSPublicDataMCP

get_census_state_population

Retrieve total population by US state from Census ACS 5-year estimates. Specify a year to get state-level population data.

Instructions

Return Census ACS 5-year total population by US state for a supported year.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
yearNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations exist. Description does not disclose behavioral traits such as data freshness, rate limits, error handling for unsupported years, or whether it performs a live query. Only states what the tool returns.

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?

Single sentence, front-loaded with action and resource, no extraneous words. Every word earns its place.

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, description is nearly complete. Could be improved by listing supported years. Output schema likely covers return structure, so good overall.

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 has 0% description coverage for the single 'year' parameter. Description mentions 'supported year' but does not list valid years or constraints. Provides some meaning beyond schema but insufficient.

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?

Description clearly states verb 'return' and resource 'Census ACS 5-year total population by US state' with scope 'for a supported year'. Distinct from sibling tools like search or query, making purpose unambiguous.

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?

Description implies usage for retrieving population data, but no explicit guidance on when to use versus alternatives like 'query_socrata_dataset' or 'search_data_gov'. No exclusions or when-not-to-use provided.

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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