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BACH-AI-Tools

LinkedIn Api8 MCP Server

get_user_articles

Retrieve articles published by a LinkedIn user by providing their profile URL or username, with optional page parameter for pagination.

Instructions

Get user articles by profile with url or username

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNoExample value: https://www.linkedin.com/in/williamhgates/
usernameNoExample value: williamhgates
pageNoExample value: 1
Behavior2/5

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

With no annotations, the description should disclose behavioral traits like pagination (page parameter exists but is not mentioned), authentication, rate limits, or error handling. It only states the basic function, missing crucial behavioral context.

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, no redundancy, front-loaded with action and method. However, it could benefit from structuring parameter details or adding a separate sentence for usage context.

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 optional parameters and no output schema, the description should explain pagination, required vs. optional, and expected return. It covers none of these, leaving significant gaps for an agent.

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 example values, so the baseline is 3. The description only reiterates 'url or username' without adding new semantics for the parameters; it does not explain the 'page' parameter at all.

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

Purpose5/5

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

The description clearly states the action ('Get user articles') and the method ('by profile with url or username'), distinguishing it from sibling tools like 'get_article' (single article) and 'get_profile_posts' (posts).

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. The description implies use for retrieving articles via url or username, but lacks clear context about when not to use it or which sibling tool to use instead.

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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