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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 the URL of its page for clients. 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

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / properties / verticals / items / properties / vertical_id / enum
      Previous value: -[
      -  "tms",
      -  "dock-scheduling",
      -  "eld",
      -  "carrier-vetting",
      -  "fleet-management"
      -]New value: +[
      +  "tms",
      +  "dock-scheduling",
      +  "eld",
      +  "carrier-vetting",
      +  "fleet-management",
      +  "supply-chain-procurement",
      +  "yard-management"
      +]
  2. Changed2 schema fields changed
    • removedOutput schema / properties / boundary_statement
      Removed value: -{
      -  "type": "string"
      -}
    • changedOutput schema / required
      Previous value: -[
      -  "verticals",
      -  "boundary_statement"
      -]New value: +[
      +  "verticals"
      +]
  3. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already establish readOnlyHint, idempotentHint, non-destructive, closed-world, so the safety profile is covered. The description adds genuine context beyond them: counts are 'live' and sourced from 'the live catalog reader, the same one the public site reads,' telling the agent the values are current and externally consistent rather than cached.

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, each carrying distinct information: what is listed, what each item contains and where the data comes from, and when to invoke it. 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?

With no parameters, an output schema present, and annotations covering the safety profile, the only open questions are purpose, data provenance, and trigger conditions — all addressed. Nothing needed to call the tool correctly 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, so the baseline of 4 applies. There is no argument semantics to explain, and the description correctly focuses on output content instead of inventing parameter guidance.

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?

States a specific verb and resource ('Lists the technology categories PreShiftIQ covers') and further specifies the payload: vendor count and client-facing page URL. It does not, however, distinguish itself from the overlapping sibling get_public_catalog, which an agent could easily conflate with this tool.

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 is actionable context with no ambiguity about the intent that selects this tool. It names no exclusions or alternatives (e.g., when to prefer get_public_catalog or describe_platform), so it falls 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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