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Crawlora MCP

linkedin_product

Read-only

Returns detailed product information from LinkedIn by product ID.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesResource identifier.

Output Schema

TableJSON 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

B3.2/5.0
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. The description adds only that the result is 'detailed product information', with no mention of auth requirements, coverage limits, or what happens with an unknown ID. Given the annotations, a 3 is appropriate.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One efficient, front-loaded sentence with no wasted words. It is arguably too terse to route among siblings, but it is well structured for its size.

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?

For a simple get-by-ID tool with an output schema and read-only annotations, the description is nearly sufficient — return values need not be described. The only shortfall is the absence of any routing hint relative to the search/categories siblings.

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 coverage is 100% and there is a single parameter, so the schema fully documents the 'id' field. The description's phrase 'by product ID' merely restates the parameter type and adds no format or source-of-ID detail. 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 ('Returns'), resource ('product information'), source ('LinkedIn'), and lookup key ('by product ID'). It is clear what the tool does, though it does not distinguish itself from siblings like linkedin_products_search or linkedin_product_categories.

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 lookup versus linkedin_products_search (which presumably finds IDs) or linkedin_product_categories. No prerequisites or exclusions are given; the agent must infer that an ID is required from the schema alone.

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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