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BACH-AI-Tools

LinkedIn Api8 MCP Server

get_public_profile_data_by_url

Enrich LinkedIn public profile data by submitting a profile URL.

Instructions

Enrich public profile data

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesExample value: https://www.linkedin.com/in/adamselipsky/
Behavior1/5

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

No annotations are provided, and the description does not disclose any behavioral traits (e.g., read vs. write, data returned, side effects). The single phrase 'Enrich public profile data' is insufficient.

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

Conciseness2/5

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

The description is extremely concise but at the expense of clarity. It lacks necessary details to be useful, making it under-specified rather than efficiently concise.

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

Completeness1/5

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

Given the lack of output schema and annotations, the description is severely incomplete. It does not explain what 'enrich' means, what data is returned, or how this tool differs from similar 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?

The input schema covers 100% of parameters with an example for 'url'. The description adds no extra meaning beyond what the schema provides, so it meets the baseline but provides no additional benefit.

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

Purpose2/5

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

The description 'Enrich public profile data' is vague and does not clearly specify the verb or resource. It fails to distinguish from sibling tools like 'get_public_profile_data' which likely performs 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 vs alternatives. The description does not mention any context, prerequisites, or exclusions.

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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