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Glama
ryanngit

World Bank Indicators MCP Server

by ryanngit

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
find_countriesA

Find World Bank country codes by name, region, or income level.

get_indicator_metadataA

Get definition, source, and topics for an exact World Bank indicator code.

get_indicator_dataB

Get a paginated annual indicator time series for up to 20 countries and a bounded year range.

compare_countriesA

Compare latest non-empty value for one indicator across 2 to 20 countries.

get_country_profileB

Get country metadata plus latest GDP, growth, population, inflation, and unemployment values.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.7/5.0

Scored across 5 tools

Disambiguation4/5

Each tool has a broadly distinct purpose: metadata lookup, country lookup, time-series data, cross-country comparison, and country profile. get_indicator_data and compare_countries overlap somewhat since both return indicator values, but the former is explicitly a bounded time series while the latter is a latest-value comparison.

Naming Consistency5/5

All tool names follow a consistent verb_noun snake_case pattern: get_, find_, and compare_ prefixes with clear objects. There are no mixed conventions or vague verbs.

Tool Count5/5

Five tools is a well-scoped size for a World Bank indicators server. Each tool covers a clear need without redundancy or bloat.

Completeness4/5

The core workflows of finding countries, retrieving indicator metadata, fetching time series, comparing countries, and getting a profile are covered. The main gap is that there is no way to search or discover indicators by keyword, topic, or text; only exact indicator codes are supported.

Maintenance

ActivityStale
ResponsivenessNo issues