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who-gho-mcp-server

List WHO GHO Indicators

who_list_indicators
Read-onlyIdempotent

Browse the WHO Global Health Observatory indicator catalog with pagination. Use when you want to explore indicators without a keyword, or to page through the full catalog. Use who_search_indicators when you have a keyword to narrow the results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of indicators to return per page. Default 50, max 500.
offsetNoZero-based offset for pagination. Default 0.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorNoPresent when the call failed. Absent on success.
hasMoreNoTrue when more indicators exist beyond the current page.
pageInfoNoHuman-readable page position, e.g. "offset 0, showing 50 of 3059". Use to construct the next offset.
indicatorsNoIndicators for the requested page.
totalCountNoTotal number of indicators in the GHO catalog.

TDQS

A4.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=false, and idempotentHint=true, covering safety and idempotency. The description adds the pagination behavior and clarifies it's a catalog browser, but doesn't elaborate on response format or other traits. Since annotations cover the core behavioral profile, the description's additional value is moderate.

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 the action and scope, followed by a clear routing directive. Zero filler, every sentence earns its place.

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?

For a paginated list tool with full schema coverage, an output schema (present), and rich annotations, the description is complete. It covers the purpose, usage context, and distinguishes from the sibling, and nothing essential is missing.

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 description coverage is 100% – both limit and offset have detailed descriptions including defaults and ranges. The tool description adds no extra meaning about parameters beyond what the schema already provides, so the baseline of 3 for high coverage 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 ('Browse') and resource ('WHO Global Health Observatory indicator catalog') and explicitly mentions pagination. It differentiates from the sibling who_search_indicators by stating it's for exploring without a keyword, making the purpose unmistakable.

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

Usage Guidelines5/5

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

The description provides explicit usage context: use when exploring without a keyword or paging through the full catalog, and explicitly names the alternative who_search_indicators for keyword-based narrowing. This is ideal routing 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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TDQS

A4.5/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: browsing/searching indicators, fetching metadata, listing dimensions, listing dimension values, and querying data. There is minor overlap between listing and searching indicators, but the descriptions explicitly differentiate them (browse vs. keyword search), leaving no ambiguity.

Naming Consistency5/5

All tools follow the 'who_<verb>_<noun>' pattern (e.g., who_list_dimensions, who_query_indicator_data), with verbs like get, list, search, and query used consistently. The uniform prefix and structure create a predictable and coherent naming scheme.

Tool Count5/5

Six tools is an ideal size for this domain, covering the full WHO GHO workflow without redundancy. Each tool supports a distinct step in discovery and data retrieval, making the set well-scoped and efficient.

Completeness5/5

The tool set covers the entire necessary surface for working with WHO GHO data: discovering indicators (search/list), retrieving metadata, exploring dimensions and their values, and querying actual data with filters. No obvious gaps exist for a read-only health statistics API.