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linkedin_showcase

Read-only

Fetch detailed public information for one LinkedIn showcase page by id.

Input Schema

NameRequiredDescriptionDefault
idYesResource identifier.

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered by structured data. The description adds only that the data is 'public', which is mildly useful context but says nothing about rate limits, error behavior for invalid ids, or freshness of the data.

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?

One front-loaded sentence with no wasted words; the resource and scope come before the input reference.

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 an output schema carrying the return shape and annotations covering the read-only profile, the description is largely sufficient for a single-id lookup. A brief note on where to obtain the id or how it relates to linkedin_company would close the remaining gap.

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%, so the schema itself documents the single parameter. The description only says 'by id' without adding format or sourcing details, meeting the baseline 3 where 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 (Fetch), resource (LinkedIn showcase page), and scope (detailed public information for one). It distinguishes itself from search-style siblings, though it does not explicitly contrast with linkedin_company, so the sibling differentiation is only partial.

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?

Usage is implied: retrieve one showcase page when you have its id. There is no explicit when-to-use guidance, no exclusions, and no routing to alternatives like linkedin_company or linkedin_product_categories.

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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