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Glama

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
}
logging
{}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
extensions
{
  "io.modelcontextprotocol/ui": {}
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_indicatorsC

Search for World Bank indicators using Smart Ranking.

get_dataC

Fetch World Bank data with auto-correction. Set labels=True for human-readable country names.

plot_chartC

Generate chart with FT style. Advanced: region (latam/africa/europe), bbox, bins, category_labels for map_categorical.

compare_countriesB

Compare multiple countries across indicators.

analyze_trendA

Analyze time-series trend with statistical insights.

Returns growth rates, volatility, trend direction, and more.

rank_countriesB

Rank countries by indicator value.

Prompts

Interactive templates invoked by user choice

NameDescription
world_bank_analystReturns the System Prompt with the new Metadata Verification Strategy.

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.5/5.0

Scored across 6 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: searching indicators, fetching data, plotting, comparing, analyzing trends, and ranking. No two tools appear to do the same thing.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in lowercase snake_case (search_indicators, get_data, plot_chart, compare_countries, analyze_trend, rank_countries). The naming is uniform and predictable.

Tool Count5/5

With 6 tools, the server is well-scoped for a World Bank data analysis context. Each tool covers a distinct aspect of the workflow without being excessive or minimal.

Completeness4/5

The surface covers discovery, data retrieval, visualization, comparison, trend analysis, and ranking, which is solid. A minor gap is the lack of explicit country metadata or list endpoints, but this can often be worked around with known country codes.

Maintenance

ActivitySlowing
ResponsivenessNo issues