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claude-marie

pathways-mcp-server

by claude-marie

list_segmentations

List all available Pathways segmentations (country-level studies) to discover which countries and survey-based studies are available.

Instructions

List all available Pathways segmentations (country-level studies).

Each segmentation represents a population segmentation study for a specific country, based on survey data (e.g., DHS). Use this to discover which countries and studies are available. Only returns active, published segmentations.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

No annotations provided, so the description carries full burden. It discloses that only 'active, published segmentations' are returned, which is a key behavioral trait. No further details (e.g., pagination) are needed for a parameterless list tool.

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?

Four sentences with no waste. Key information is front-loaded: the verb, resource, and supplementary details about data sources and constraints are presented efficiently.

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 and an output schema exists, the description fully explains what the tool does, when to use it, and the constraint on returned data. No gaps.

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?

Zero parameters, so schema coverage is 100%. The description does not need to add parameter details. Baseline score of 4 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 uses a specific verb ('List') and resource ('Pathways segmentations'), further clarifying it as country-level studies. It effectively distinguishes from siblings like 'list_segments' and 'get_segmentation'.

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 says 'Use this to discover which countries and studies are available,' providing clear context. It lacks explicit when-not-to-use or direct alternatives, but the context is sufficient.

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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