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claude-marie

pathways-mcp-server

by claude-marie

get_segmentation

Retrieve full details of a segmentation: metadata (country, source, methodology) and all population segments with vulnerability levels and prevalence. Enter a segmentation code.

Instructions

Get full details of a segmentation including all its segments.

Returns segmentation metadata (country, source, methodology) plus a list of all population segments with their vulnerability levels and prevalence.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
codeYesSegmentation code (e.g., "SEN_2019DHS8_v1"). Use list_segmentations to find available codes.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description carries full burden. It states returns metadata and segments but omits behavioral traits like idempotency, side effects, or error conditions, which is inadequate for a read operation.

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 with no filler: the first states purpose, the second details output. Every sentence is necessary and front-loaded.

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 the one parameter, clear output schema, and the description's coverage of metadata and segment details, the description fully informs the agent's decision-making.

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?

The schema already describes the code parameter well, but the description adds the tip 'Use list_segmentations to find available codes', which adds meaningful guidance 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?

The description clearly specifies 'Get full details of a segmentation including all its segments', indicating a specific verb and resource. It distinguishes itself from siblings like list_segments and get_segment_profile by focusing on the entire 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 advises using list_segmentations to find available codes, providing a prerequisite. While it does not explicitly exclude other tools, this is sufficient context for typical use.

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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