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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
limitNoHow many case studies to return, 1 to 10
sectorNoReturn only case studies from this sector

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
casesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / properties / limit / description
      Added value: +"How many case studies to return, 1 to 10"
    • addedInput schema / properties / sector / description
      Added value: +"Return only case studies from this sector"
  2. First observed

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint, so the safety profile is covered. The description adds that results are published and include links, which is useful context but not extensive.

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 resource and link detail are front-loaded, and the filter capability is stated concisely.

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?

This is a simple read-only list tool with full schema coverage, an output schema, and safety annotations. Nothing an agent needs to call it correctly 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?

The schema covers 100% of parameters with descriptions, so the baseline applies. The description's 'Filter by sector' adds no meaning beyond the schema's sector enum description, and limit is not mentioned.

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 as published case studies and notes each result includes a link, with an optional sector filter. It is clear enough to distinguish from sibling tools like get_services or get_profile, though it does not explicitly name an alternative.

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

Usage Guidelines3/5

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

The description implies the tool is for retrieving published case studies and optionally filtering by sector, but it provides no explicit when-to-use or when-not-to-use guidance relative 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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