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sharozdawa

content-optimizer-mcp

by sharozdawa

score_content

Assess content optimization by scoring it against a keyword across 7 SEO categories, returning overall score, category breakdowns, and improvement recommendations.

Instructions

Score content against a keyword across 7 SEO categories. Returns an overall score (0-100), per-category breakdowns, and actionable recommendations.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
contentYesThe content to score (Markdown or plain text)
keywordYesThe target keyword to optimize for
target_word_countNoTarget word count (default: 1500)
Behavior2/5

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

No annotations provided, so description carries full burden. It describes output (scores and recommendations) but does not disclose if the tool is read-only, requires authentication, or has rate limits. It fails to state that it is a non-destructive analysis.

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 short sentences that are front-loaded with the key action and output. Every word is useful with no redundancy or filler.

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?

Given no output schema, the description adequately covers return values (overall score, breakdowns, recommendations). However, it omits details like the 7 categories names, which could help an agent interpret results.

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 description coverage is 100%, so baseline is 3. The description adds no extra meaning beyond the schema; it restates the purpose but does not provide formatting details or constraints for 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 states a specific verb ('score') and resource ('content against a keyword'), mentions the scope (7 SEO categories), and clearly distinguishes from siblings like 'analyze_keyword' and 'check_readability' by focusing on scoring with breakdowns.

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?

Description implies usage for SEO content optimization but does not explicitly state when to use this tool versus alternatives (e.g., when to use 'analyze_keyword' instead). No exclusions or prerequisites are mentioned.

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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