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get_listing

Read-onlyIdempotent

Get one published ITIN acceptance agent by its slug.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugYesThe listing slug.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, and closed-world behavior, so the safety profile is covered. The description adds one useful behavioral detail — only 'published' listings are returned, implying non-published slugs fail — but says nothing about error/not-found behavior.

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?

A single tight sentence with zero filler, and the resource identity is front-loaded after the verb. Nothing could be removed without losing meaning.

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

Completeness3/5

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

For a one-parameter lookup with annotations covering safety, the definition is mostly adequate, but with no output schema it never indicates what a successful response contains or what happens on a missing/unpublished slug. That leaves a modest gap for an agent.

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 100% and the single slug parameter is fully documented in the schema (type, pattern, length bounds). The description only restates 'by its slug' without adding format or resolution semantics, so baseline 3 applies.

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 ('Get') and resource ('one published ITIN acceptance agent'), clarified by the singular lookup semantics that distinguish it from the sibling search_listings/list_* tools. It does not explicitly name those alternatives, so it falls short of a 5.

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 phrase 'by its slug' implies you must already hold a known slug, which quietly separates it from search_listings, but there is no explicit when-to-use, when-not, or prerequisite statement. Usage is only inferable.

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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