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ahmedvnabil

Humanitarian MCP

by ahmedvnabil

Generate map (GeoJSON)

generate_map
Read-only

Create a GeoJSON FeatureCollection of country centroids sized by displacement metric, filtered by asylum or origin country and year.

Instructions

GeoJSON FeatureCollection of country centroid points sized by a displacement metric — drop it into any GeoJSON viewer (geojson.io, Leaflet, Kepler). by="asylum" maps host countries, by="origin" maps origins.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
byNo"asylum" = people hosted IN the country; "origin" = people displaced FROM the country
yearNoYear (default: latest)
limitNoTop-N countries (default 25)
metricNoMetric for point properties (default refugees)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
yearYes
metricYes
geojsonYes
feature_countYes
skipped_countriesYes
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true. Description adds concrete behavioral details: output is a GeoJSON FeatureCollection suitable for viewers, and explains how the 'by' parameter affects map mapping. No contradictions.

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

Conciseness5/5

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

Two sentences, front-loaded with output format and usage hints. Every sentence is informative and concise.

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

Completeness5/5

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

Description covers purpose, output format, parameter behavior, and usage tips. Given the output schema exists and annotations are clear, no further details needed.

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

Parameters4/5

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

Schema coverage is 100% with descriptions for all 4 parameters. Description adds value by explaining the output structure (centroid points sized by displacement metric) and the meaning of the 'by' parameter values beyond the schema.

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

Purpose5/5

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

Description clearly states it generates a GeoJSON FeatureCollection of country centroid points sized by a displacement metric, and specifies the two modes (asylum/origin). This distinguishes it from sibling tools like generate_chart or export_data.

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

Usage Guidelines3/5

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

Description implies usage for creating maps of displacement data, but does not explicitly mention when to use this tool versus alternatives like export_data or generate_chart. No when-not-to-use guidance.

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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