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AMIRA — Africa Multiple Research Data

Africa Multiple collection overview

get_collection_overview
Read-onlyIdempotent

START HERE to scope the collection before drilling in with the search/list tools: counts across every corpus (projects, research items, people, institutions, groups, publications, podcasts, videos, and how many carry full text or transcripts), breakdowns of items by university, research section, resource type and language, the content date range, and the data snapshot's freshness. Takes no arguments.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint=false and destructiveHint=false, so the safety profile is covered. The description adds real value beyond that: the exact dimensions of the returned data (counts, breakdowns, date range, snapshot freshness) and that it takes no arguments, so an agent knows it is a cheap, deterministic first call.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One sentence, front-loaded with the imperative 'START HERE,' and every clause enumerates a concrete thing the overview returns. The long parenthetical list is dense but each entry earns its place by telling the agent what is available.

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?

There is no output schema, so the description carries the full burden of describing return values, and it does so thoroughly (corpus counts, breakdowns by university/section/type/language, date range, snapshot freshness). For a zero-argument orientation tool, nothing an agent needs is missing.

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 the baseline is 4. The description confirms this explicitly with 'Takes no arguments,' leaving no ambiguity about invocation.

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?

States a specific verb (get overview / counts) and resource (the collection), and enumerates exactly what the overview covers. The 'START HERE' framing makes it immediately distinguishable from the sibling search/list tools without opening a schema.

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?

Explicitly prescribes when to use it: start here to scope the collection before drilling in with the search/list tools. It names the alternative category but doesn't name a specific sibling or state a when-not condition, so it falls just short of a 5.

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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