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Goce Petrov, brand designer

Case studies

get_case_studies
Read-onlyIdempotent

Published case studies with a link to each. Filter by sector.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
sectorNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
casesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and non-destructive behavior. The description adds useful context that only published case studies are returned and that each has a link, but it does not describe additional behavioral boundaries such as pagination or result ordering.

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 short sentences with no filler. The core behavior and the primary filter are front-loaded, and every word contributes to the tool's meaning.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple read-only tool with a rich output schema and strong annotations, the description covers the essential behavior and filter option. It lacks sibling comparison and limit-paremeter semantics, but those gaps are minor given the schema and annotation context.

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 0%, so the description must compensate. It explicitly covers the sector parameter as a filter, but it does not mention the limit parameter. The schema constraints for limit (default 6, min 1, max 10) partially compensate, making this minimally viable.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description identifies the resource ('case studies') and states that they are published and include a link. It mentions filtering by sector, which makes the tool's function clear, though it does not explicitly contrast it with siblings like get_services or get_profile.

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

Usage Guidelines2/5

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

There is no guidance about when to use this tool versus alternatives. 'Filter by sector' explains a parameter behavior but not when an agent should select get_case_studies over other sibling tools.

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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