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jpazvd

unicefstats-mcp

by jpazvd

List UNICEF Indicator Categories

list_categories
Read-onlyIdempotent

Browse UNICEF indicator categories to identify thematic groups like child mortality, nutrition, and education before searching for specific indicators.

Instructions

List all UNICEF indicator categories (thematic groups).

Categories correspond to SDMX dataflows: CME (child mortality), NUTRITION, EDUCATION, CHILD_PROTECTION, WASH, HIV_AIDS, etc. Use this to browse available topics before searching for specific indicators.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of categories to return per page.
offsetNoPagination offset — skip this many categories before returning. The envelope carries `has_more` and `next_offset` so the LLM can page through. UNICEF has ~25-40 categories so a single page is almost always enough.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, which the description does not contradict. The description adds that categories correspond to SDMX dataflows, but this is more about content than behavioral traits. The description carries minimal additional behavioral disclosure beyond annotations.

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?

The description is very concise: two sentences in the first paragraph and two in the second. It is front-loaded with the core purpose, and every sentence adds value. No wasted words.

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 simplicity of the tool (list with pagination), the combination of annotations, schema, and description provides complete context. The description explains the purpose and usage context, while schema covers parameters and annotations cover safety.

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?

With 100% schema coverage, the parameter descriptions already provide full meaning. The description does not add new parameter information; it only mentions categories correspond to dataflows, which is not directly about parameters. 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 the action (list) and resource (UNICEF indicator categories). It distinguishes from siblings by explaining that categories are thematic groups and that this tool is for browsing topics before searching for specific indicators (e.g., search_indicators).

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 recommends using this tool to browse available topics before searching for indicators, providing clear context. It does not explicitly state when not to use it, but the purpose is well-understood in relation to siblings.

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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