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Agent.ai MCP Server

by OnStartups

search_linkedin_people

Search LinkedIn profiles by first and last name to find professionals.

Instructions

Search for LinkedIn profiles by first and last name to find professionals.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
first_nameYesFirst name of the person to search for.
last_nameYesLast name of the person to search for.
Behavior2/5

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

No annotations are provided, and the description does not disclose behavioral traits such as authentication requirements, rate limits, or the nature of the search results (e.g., single vs multiple profiles).

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?

The description is a single, concise sentence that immediately conveys the action and scope. No redundant information is present.

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?

Given the tool's simplicity, the description is minimal and lacks information about output format, pagination, or error handling. For a search tool, the absence of output schema details and behavioral context makes it incomplete.

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?

The input schema already fully describes both parameters with clear descriptions. The description adds no additional semantic value beyond what the schema provides. Baseline score of 3 is appropriate for 100% schema coverage.

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 searches for LinkedIn profiles using first and last names, making the purpose clear. However, it does not differentiate from the sibling tool 'find_linkedin_profile', which may have a similar function.

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 is provided on when to use this tool over alternatives like 'get_linkedin_profile' or 'search_linkedin_jobs'. There is no context about prerequisites or limitations.

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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