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ahmedvnabil

Humanitarian MCP

by ahmedvnabil

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Read-only

Learn which humanitarian datasets and metrics are available, including attribution and terms, before querying data from connected providers.

Instructions

Describe the connected data providers: datasets served, metrics available, attribution and terms. Call this to learn what data exists before querying.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
providersYes
Behavior3/5

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

Annotations already indicate readOnlyHint=true and openWorldHint=true, so the description's main contribution is detailing what information is returned (datasets, metrics, attribution, terms). It does not contradict annotations or add major behavioral context beyond that.

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 concise sentences with no wasted words. The purpose and usage guidance are front-loaded, making it easy for an agent to quickly understand the tool.

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?

Given no parameters, the presence of an output schema, and annotations conveying read-only and open-world nature, the description is complete. It tells the agent exactly what to expect and when to call this tool.

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?

There are no parameters (0 params), so the baseline is 4. The description adds value by explaining the output content, which compensates for the lack of parameter documentation.

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 the tool's function: 'Describe the connected data providers: datasets served, metrics available, attribution and terms.' It uses a specific verb ('describe') and identifies the resource ('connected data providers'), distinguishing it from sibling tools like 'latest_statistics' or 'demographics'.

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

Usage Guidelines4/5

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

The description explicitly advises when to use it: 'Call this to learn what data exists before querying.' This provides clear context for usage, though it does not explicitly state when not to use it or mention alternatives.

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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