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minia2a-mcp-remote

x402-population

Population: Looks up a country's latest published population and its year 🆓 5 free trial calls per signed wallet

Input Schema

NameRequiredDescriptionDefault
nameNo
inputNo
countryNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • removedInput schema / properties / country / description
      Removed value: -"Country to process"
    • removedInput schema / properties / input / description
      Removed value: -"Input to process"
    • removedInput schema / properties / name / description
      Removed value: -"Name to process"
  2. First observed

TDQS

B3/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. It usefully discloses the monetization model ('5 free trial calls per signed wallet') and that data is 'latest published', but says nothing about failure behavior for unknown countries, data source, or latency. It adds real context but is incomplete for a paid data lookup.

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

Conciseness4/5

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

Very compact and front-loaded: the purpose appears before the pricing note. The emoji and trial-pricing clause are noise relative to the core function, but overall the text is tight.

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?

It conveys the return contents (population plus year) in the absence of an output schema, but with no annotations, no output schema, and three undocumented parameters, an agent still lacks enough to invoke it confidently — chiefly which parameter carries the country.

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

Parameters2/5

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

Schema coverage is 0% across three parameters (name, input, country), and the description only vaguely implies 'a country' without stating which field to populate or the expected format (ISO code vs name). It fails to disambiguate the redundant name/input/country trio.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a specific verb ('looks up') and resource ('a country's latest published population and its year'), so an agent knows exactly what data comes back. It does not name or contrast with the nearby statistical siblings (x402-population-mean/stddev/variance) or x402-country-brief, so differentiation must be inferred from the tool name.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this versus x402-country, x402-country-brief, or the population-statistics siblings. The only extra sentence concerns pricing (5 free trial calls per signed wallet), which is commercial context rather than usage routing.

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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