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recommendations.get

Read-onlyIdempotent

Get one recommended company with sources and persona fit

Input Schema

NameRequiredDescriptionDefault
recommendation_idYesRecommendation id

Output Schema

NameRequiredDescriptionDefault
dataYes
metaNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added
  2. Removed
  3. Added

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=false, and destructiveHint=false, so the safety profile is fully covered. The description adds only that the response includes sources and persona fit, which is useful context but largely duplicated by the output schema. No mention of behavior for unknown or blocked recommendation ids.

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 ten-word sentence with zero filler, front-loading the verb and resource. Nothing to trim and nothing buried.

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?

With a complete output schema, rich annotations, and only one parameter, the description covers the essentials. It falls short only on edge-case behavior (missing id, blocked/dismissed recommendations) and explicit routing to recommendations.list.

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?

Single required parameter with 100% schema description coverage, so the schema already documents recommendation_id. The description implies fetching a specific item by id but adds no semantics, format, or sourcing details beyond that. Baseline 3 applies when the schema does the heavy lifting.

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 recommended company), and adds what comes back (sources, persona fit). The singular "one" implicitly distinguishes it from recommendations.list, but no sibling is named explicitly.

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 on when to use this versus recommendations.list or the other recommendations.* siblings — the only hint is the word "one." An agent must infer that this is the detail-fetch-by-id counterpart to the list tool.

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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