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BACH-AI-Tools

Country By Api Ninjas MCP Server

v1country

Query detailed country data including GDP, population, area, and demographic metrics. Filter countries by economic and geographic criteria using name, currency, or statistical ranges.

Instructions

API Ninjas Country API endpoint.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameNoPlain English name, 2-letter ISO-3166 alpha-2, or 3-letter ISO-3166 alpha-3 code of country.
currencyNo3-letter currency code of country (e.g. USD).
min_gdpNoMinimum gross domestic product (GDP) of country, in US Dollars.0
max_gdpNoMaximum gross domestic product (GDP) of country, in US Dollars.0
min_populationNoMinimum population of country.0
max_populationNoMaximum population of country.0
min_areaNoMinimum surface area of country in km2.0
max_areaNoMaximum surface area of country in km2.0
min_unemploymentNoMinimum unemployment rate in %.0
max_unemploymentNoMaximum unemployment rate in %.0
min_gdp_growthNoMinimum GDP growth rate in %.0
max_gdp_growthNoMaximum GDP growth rate in %.0
min_infant_mortalityNoMinimum infant mortality rate in %.0
max_infant_mortalityNoMaximum infant mortality rate in %.0
min_fertilityNoMinimum fertility rate in %.0
max_fertilityNoMaximum fertility rate in %.0
min_urban_pop_rateNoMinimum urban population rate in %.0
max_urban_pop_rateNoMaximum urban population rate in %.0
limitNoHow many results to return. Must be between 1 and 30. Default is 5.0
Behavior1/5

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

With no annotations provided, the description carries full burden for behavioral disclosure but provides none. It does not indicate this is a read-only search operation, does not describe return format, pagination behavior, rate limits, or whether filters use AND/OR logic.

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

Conciseness3/5

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

The description is brief (6 words), avoiding verbosity, but the single sentence fails to earn its place by providing actionable information. It is appropriately sized in length but inadequately sized for the tool's complexity.

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

Completeness1/5

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

For a tool with 19 filter parameters and no output schema, the description is grossly incomplete. It fails to explain return values, query semantics, or the relationship between min/max parameter pairs, leaving the agent without sufficient context to invoke the tool effectively.

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%, establishing a baseline score. However, the description adds no value beyond the schema—no explanation of query composition (e.g., whether name and currency can be combined), valid value formats beyond what's in schema, or examples of common use cases.

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

Purpose2/5

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

The description 'API Ninjas Country API endpoint' identifies the provider and domain (country) but fails to specify the action (retrieve, search, list). It essentially restates the tool name with provider context, functioning as a tautology without clarifying what operation is performed.

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?

No guidance provided on when to use this tool versus alternatives, or how to construct valid queries from the 19 available parameters. With zero required parameters, the description offers no hints about minimum viable query patterns.

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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