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sharozdawa

content-optimizer-mcp

get_content_recommendations

Retrieve a prioritized list of specific improvements to optimize content for a target keyword.

Instructions

Get a prioritized list of specific improvements to optimize content for a target keyword.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
contentYesThe content to analyze
keywordYesThe target keyword
Behavior2/5

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

No annotations provided, so description carries full burden. It fails to disclose if the operation is read-only, what the output format or structure is, or any prerequisites beyond parameters.

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, concise and front-loaded. Could be slightly more informative without losing conciseness.

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?

Adequate for simple string parameters and no output schema, but lacks detail on what 'improvements' entail or how they are ranked. More context would help.

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 descriptions already cover both parameters well. Description adds no additional meaning, but baseline 3 is appropriate given 100% schema coverage.

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?

Description clearly states verb 'Get' and resource 'prioritized list of specific improvements' with purpose 'to optimize content for a target keyword'. It distinguishes from sibling tools like 'analyze_keyword' and 'score_content' which offer different outputs.

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 guidance on when to use this tool vs siblings or alternatives. Description only states what it does, without context for selection.

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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