Skip to main content
Glama
ahmedvnabil

Humanitarian MCP

by ahmedvnabil

Demographics

demographics
Read-only

Retrieve age and sex breakdowns of displaced people by country, specifying whether they are hosted (asylum) or originate from there (origin).

Instructions

Latest age/sex breakdown of displaced people connected to a country (role "asylum" = hosted there, default; "origin" = from there). UNHCR publishes demographics for recent years only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
roleNo"asylum" = people hosted IN the country; "origin" = people displaced FROM the country
countryYesCountry name or ISO3 code, e.g. "Egypt", "EGY", "syria"

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
maleYes
yearYes
totalYes
femaleYes
sourceYes
countryYes
country_codeYes
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true. The description adds behavioral context about data recency (recent years only) and role defaults, which goes beyond annotations. No contradiction.

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 that front-load the purpose and add constraints. No redundant or vague wording. Every sentence contributes meaning.

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

Completeness4/5

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

Given the tool has an output schema, the description adequately covers what data is returned (age/sex breakdown), population scope (displaced people connected to a country), and data limitation (recent years only). Could mention typical use cases but sufficient.

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 coverage is 100%, so description adds limited value beyond parameter descriptions. It explains roles in context ('asylum' = hosted, 'origin' = from) but essentially paraphrases schema. Baseline 3 is appropriate.

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?

The description clearly states it provides age/sex breakdown of displaced people by country, with roles 'asylum' (hosted) and 'origin' (from). It distinguishes from sibling tools like 'refugee_population' or 'latest_statistics' by focusing on demographic breakdown.

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?

The description mentions data recency ('UNHCR publishes demographics for recent years only') and default role, but does not explicitly guide when to use this tool vs. alternatives like 'top_host_countries' or 'trend_analysis'. Usage context is implied but not explicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/ahmedvnabil/humanitarian-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server