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joaovaleri

linkedin-mcp

by joaovaleri

linkedin_send_message

Send a direct message to a LinkedIn connection. Preview with confirm omitted, then confirm to actually deliver.

Instructions

Send a direct message to a LinkedIn connection. This affects a real third party — call once with confirm omitted/false to preview, then again with confirm: true to actually send it.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
confirmNoMust be true to actually send the message; omit/false to preview only
messageYesMessage text to send
profileSlugOrUrlYesProfile slug or full URL of the person to message
Behavior4/5

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

With no annotations, the description fully carries the burden. It discloses that the action affects a real third party and explains the two-step confirmation process. However, it doesn't mention failure modes or rate limits.

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?

Two sentences, front-loaded with purpose, followed by usage instructions. No redundant or extraneous information. Highly concise.

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

Completeness4/5

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

For a simple tool with 3 parameters and no output schema, the description covers the essential behavioral pattern (preview then send). It doesn't mention return values, but that's acceptable given no output schema. Comprehensive enough for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The description adds practical context for the confirm parameter (preview vs. send), which goes beyond the schema description. It doesn't add much for message or profileSlugOrUrl, but the added value for confirm justifies a 4.

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 explicitly states "Send a direct message to a LinkedIn connection," which is a specific verb+resource. It clearly distinguishes from sibling tools that perform other actions like profile updates or searches.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides clear usage guidance: preview first with confirm omitted/false, then send with confirm:true. Doesn't explicitly state when not to use or list alternatives, but the preview pattern is well explained.

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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