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Zovo Country Data

by io.github.theluckystrike
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Compare countries on WB data

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A4.6/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a clearly distinct role: search_indicators finds indicator codes, compare_countries handles multi-country time-series comparisons, and rank_countries handles single-indicator rankings. The descriptions explicitly state boundaries and exclusions, so an agent should not confuse them.

Naming Consistency5/5

All tool names follow a consistent snake_case verb_noun pattern: compare_countries, rank_countries, and search_indicators. There are no mixed conventions or vague names.

Tool Count5/5

Three tools are well-scoped for a focused World Bank data server, and each tool covers a distinct necessary step: indicator discovery, comparison, and ranking. The set is small but not trivially thin because the tools handle substantial analysis outputs.

Completeness4/5

The surface covers the main workflows of finding indicators, comparing countries over time, and ranking countries by indicator. However, there is no direct single-country data lookup or indicator metadata tool, which could be a minor gap for simple retrieval or definition requests.

Available Tools

3 tools
compare_countriesCompare countriesA
Read-onlyIdempotent
Inspect

Use this when the user wants to compare 2 to 12 countries on 1 to 4 World Bank indicators over a year range, for example GDP per capita PPP, inflation, population, unemployment, CO2 or life expectancy. Returns the latest value and year per country, first value, change, CAGR and missing years, a chart, and XLSX, CSV and PDF files with citations. Missing years are not filled. Does not forecast or cover sub-national regions.

Inputs: countries (required), indicators (required), end_year, start_year. Returns: notes, years, source, status, +3 more

rank_countriesRank countriesA
Read-onlyIdempotent
Inspect

Use this when the user wants countries ranked on one World Bank indicator for a year, optionally within a region or income group, for example the highest life expectancy in Sub-Saharan Africa. Aggregates are excluded; ties share a rank; countries without a value are listed separately. Returns the top entries and XLSX, CSV and PDF files with the full ranking. Does not combine indicators into a score.

Inputs: indicator (required), year, limit, order, +2 more. Returns: year, order, shown, filter, +9 more

search_indicatorsSearch indicatorsA
Read-onlyIdempotent
Inspect

Use this when the user names an economic, social or environmental measure in words and you need its World Development Indicators code before comparing or ranking countries. Common indicators are listed first. Returns up to 15 codes and names. Does not return data values.

Inputs: query (required). Returns: query, source, results, total_matches

Tool Schema Changelog

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