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bhaktatejas922

unipile-linkedin-mcp

send_inmail

Send InMail messages to non-connections on LinkedIn. Message 2nd and 3rd degree connections directly without a connection request, using InMail credits.

Instructions

Send an InMail message to non-connections (requires LinkedIn Premium or Sales Navigator).

InMail allows you to message 2nd and 3rd degree connections without connecting first. Uses InMail credits - check get_inmail_credits() first.

Args: attendees_ids: List of LinkedIn provider IDs to message subject: InMail subject line (required for InMail) text: The message body content

Returns: Confirmation with sent InMail details

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
attendees_idsYes
subjectYes
textYes
Behavior3/5

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

No annotations provided. Description reveals key behavioral traits: requires Premium, uses InMail credits, targets non-connections. However, it omits details like credit consumption confirmation, rate limits, or asynchronous delivery.

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?

Concise and efficient: 3 sentences plus argument list. Front-loaded with purpose and prerequisite. No redundant content, but could improve structure with bullet points for args.

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

Completeness3/5

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

Covers purpose, prerequisite, and basic param descriptions. Missing: output format, error handling (e.g., insufficient credits), rate limits, or message tracking details. Adequate but not comprehensive.

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?

With 0% schema coverage, description adds meaning by naming required parameters and brief explanations. However, attendees_ids format is ambiguous ('LinkedIn provider IDs') and does not clarify expected structure or validation.

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?

Clear verb (send), resource (InMail message), and target audience (non-connections). Distinguishes from sibling tools like send_message and send_invitation by specifying the use case and requirement for LinkedIn Premium.

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?

Explicitly states when to use (messaging 2nd/3rd degree connections without connecting) and advises checking credits via get_inmail_credits() first. Provides clear prerequisite guidance.

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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