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xmpuspus

ph-civic-data-mcp

get_population_stats

Retrieve Philippine population figures from the 2020 Census with optional regional breakdown. Returns national total by default.

Instructions

Philippine population from PSA OpenSTAT (2020 Census).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
regionNoe.g. "NCR", "Region VII", "Cordillera Administrative Region". None returns national total.
yearNoIgnored — latest data is 2020 Census; field kept for API stability.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

With no annotations, the description discloses key behavioral details: data is from the 2020 Census and the 'year' parameter is ignored. This adds transparency beyond the schema. However, it could mention that the operation is read-only or how region filtering works.

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?

A single, efficient sentence that conveys the essential information without wasted words. It is appropriately front-loaded.

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?

Given the presence of an output schema and full parameter descriptions, the tool description is mostly complete. It could briefly mention what the output contains (e.g., population figures by region), but the output schema likely covers that.

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 description coverage is 100%, so baseline is 3. The tool description does not add meaning to parameters; it only states the data source. The schema already describes parameters adequately.

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 tool returns Philippine population from a specific source (PSA OpenSTAT) and census year (2020). It distinguishes this from sibling tools that focus on other metrics like poverty, labor, or inflation.

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?

The description does not explicitly state when to use this tool versus alternatives. However, the uniqueness of the tool's purpose among siblings implies its use case. The parameter description for 'year' clarifies it's ignored, which is helpful but not a full usage guideline.

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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