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Flux LinkedIn MCP

Preview posting insights

preview_posting_insights

Best day, hour, format and length for a previewed profile (from preview_profile). No account needed.

Input Schema

NameRequiredDescriptionDefault
preview_idYespreview_id returned by preview_profile

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It usefully discloses that no account is needed and that the input comes from preview_profile, but it does not state read-only behavior, credit usage, rate limits, or output characteristics.

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?

A single compact sentence that front-loads the returned insights and appends the key prerequisite and auth note. No wasted words.

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 one-parameter read tool with no output schema, the description adequately names the return values, the prerequisite, and the no-account condition. It could be slightly more complete by clarifying read-only safety, but the essentials are present.

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% and the single parameter is already documented as the preview_id returned by preview_profile. The description adds no syntax or format details beyond the schema, so baseline 3 is appropriate.

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

Purpose4/5

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

The description states the specific insights returned (best day, hour, format, length) and scopes them to a previewed profile from preview_profile. It implicitly distinguishes itself from get_posting_insights via 'previewed profile' and 'No account needed,' but does not name the sibling explicitly.

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

Usage Guidelines3/5

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

It gives a clear prerequisite ('from preview_profile') and a condition ('No account needed'), which implies when to use it. However, it does not explicitly say when to use get_posting_insights instead or state 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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