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BACH-AI-Tools

LinkedIn Data API MCP Server

get_company_pages_people_also_viewed

Retrieve a list of company pages that are also viewed by people who viewed a specified company. Ideal for competitive analysis and discovering related businesses on LinkedIn.

Instructions

Get Company Pages People Also Viewed

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
usernameNoExample value: google
Behavior2/5

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

No annotations provided. The description does not disclose behavioral traits (e.g., authentication needed, rate limits, or whether the tool returns a list or details).

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

Conciseness3/5

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

The description is a single sentence echoing the tool name. While short, it lacks useful structure or front-loading of key information.

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 and no annotations. The description fails to explain what the tool returns or how to interpret results, leaving the agent underinformed for a simple tool.

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% for the single parameter 'username' with example 'google'. The description adds no additional meaning beyond the schema, so baseline score applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Get Company Pages People Also Viewed' indicates the tool retrieves company pages related to user viewing patterns, but the parameter 'username' is ambiguous (typically for persons, not companies), causing confusion.

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 guidance on when to use this tool versus alternatives like get_company_details or get_companys_post. The description lacks context for appropriate use cases.

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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