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felipfr

LinkedIn MCP Server

by felipfr

get_company_profile

Retrieve detailed company profile data from LinkedIn by providing a company ID.

Instructions

Get detailed company profile information - limited access, may require Marketing Solutions partnership in future

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
companyIdYesLinkedIn company ID
Behavior2/5

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

No annotations provided, so the description must disclose behaviors. It mentions access limitations but fails to detail specific behavioral traits such as authentication needs, rate limits, or error handling for denied access.

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?

Single sentence that is front-loaded and concise. Every part serves a purpose, though the sentence could be slightly more informative.

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

Completeness2/5

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

No output schema exists, yet the description does not explain what data is returned. Given the tool's niche (company profiles), the description lacks completeness for an agent to set expectations, especially compared to 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% with companyId described as 'LinkedIn company ID'. The description adds no extra semantic value beyond the schema, achieving baseline score.

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?

The description clearly states the tool retrieves detailed company profile information, which is a specific verb and resource. However, it does not differentiate from the sibling tool get_company_info, leaving ambiguity.

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?

No explicit guidance on when to use this tool versus alternatives like get_company_info. The mention of limited access and potential partnership requirement is a constraint, not a usage recommendation.

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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