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lzinga

US Government Open Data MCP

census_population

Read-only

Retrieve population data for U.S. states from the American Community Survey using state FIPS codes or all states at once.

Instructions

Get population data for U.S. states using the American Community Survey. Quick shortcut — for more flexibility use census_query directly.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
yearNoACS year (default: 2023). Range: 2005-2023.
stateNoTwo-digit FIPS state code, e.g. '06' (CA), '48' (TX), '36' (NY). Omit or '*' for all.
Behavior3/5

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

Annotations already include readOnlyHint=true. Description adds no additional behavioral context beyond being a 'quick shortcut', but does not contradict annotations.

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?

Two sentences, concise and front-loaded with purpose and usage guidance. No unnecessary words.

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

Completeness3/5

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

No output schema, and description does not specify the structure of returned data. For a simple tool, it may be adequate but could be improved by mentioning return fields.

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% with clear descriptions for both parameters. The description does not add extra meaning beyond confirming the purpose.

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 it retrieves population data for US states via ACS, and distinguishes from sibling census_query by noting it's a quick shortcut.

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?

Explicitly tells when to use this tool (quick population query) and when to use alternative (census_query for more flexibility).

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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