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Huzaifa-ali

mcp-server-linkedin

by Huzaifa-ali

linkedin_post_image

Uploads an image to LinkedIn with a text caption. Specify file path and visibility.

Instructions

Publish a LinkedIn post with an attached image. Use when the user wants to share a photo, infographic, screenshot, or any image file alongside text. Requires: text caption AND absolute file path to an image (JPEG, PNG, or GIF). Optional: visibility (PUBLIC or CONNECTIONS).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYes
image_pathYes
visibilityNoPUBLIC

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It discloses required inputs (text, absolute file path, image formats) and optional visibility, but does not mention side effects, authentication needs, or rate limits. Basic behavioral traits are covered, but not in depth.

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 four sentences, front-loaded with the main purpose, and every sentence adds necessary information. No redundant or filler content.

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?

Given the existence of an output schema (not shown), the description need not detail return values. It covers the core use case, required parameters, and optional visibility. It could mention authentication (via linkedin_auth), but overall it is reasonably complete.

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

Parameters5/5

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

The input schema has 0% description coverage, so the description must compensate. It adds meaning: 'text' is a caption, 'image_path' is an absolute file path with allowed formats, and 'visibility' has default 'PUBLIC' with enum values. This fully clarifies the parameters.

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 verb 'Publish' and the resource 'LinkedIn post with an attached image', and it distinguishes this tool from siblings (post_text, post_video, post_article) by specifying image attachment.

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?

The description explicitly tells when to use: 'Use when the user wants to share a photo, infographic, screenshot, or any image file alongside text.' It does not explicitly list exclusions, but the usage context is clear.

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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