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List covered technology categories

list_verticals
Read-onlyIdempotent

Lists the technology categories PreShiftIQ covers, each with its live covered-vendor count and buyer page URL. Counts come from the live catalog reader, the same one the public site reads. Use this when a user asks what PreShiftIQ covers.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
verticalsYes
boundary_statementYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and openWorldHint=false, so the safety profile is covered. The description still adds real behavioral context beyond them: counts reflect the live catalog reader, the same source the public site reads, telling the agent the data is fresh and externally consistent.

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?

Three short sentences, none wasted: the first states the return shape, the second establishes data provenance, the third states the trigger. Front-loaded and free of filler.

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?

An output schema exists, so return-value detail is not needed here, and the description still sketches the payload. For a zero-parameter read-only tool with full annotation coverage, nothing an agent needs to call it 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?

The tool takes zero parameters, which is the baseline-4 case. There is nothing for the description to clarify or for the schema to be missing.

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?

Specific verb and resource: it lists PreShiftIQ's covered technology categories and names the returned payload (vendor count plus buyer page URL). The purpose is unambiguous, but it never distinguishes itself from the overlapping sibling get_public_catalog, so sibling differentiation is only implied.

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?

Gives a clear triggering condition: 'Use this when a user asks what PreShiftIQ covers.' That routes the agent well for one common intent, but no explicit when-not or named alternative (e.g. get_public_catalog) is offered.

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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