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Content Brief Generator

content-brief-generator
Read-only

Content Brief Generator: Create a detailed SEO content brief for a target keyword. (free, AI-generated, rate-limited).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
keywordYes
audienceNoOptional target audience.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, and the description adds useful behavioral context: the tool is free, AI-generated, and rate-limited. This goes beyond the annotation by disclosing potential variability in outputs and possible usage limits, which helps an agent set expectations. No contradiction with annotations.

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?

The description is a single sentence, front-loaded with the core action. The phrase 'Content Brief Generator:' repeats the tool title, which is slightly redundant, but overall the text is compact and avoids unnecessary detail. The parenthetical about free/rate-limited is brief and informative.

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?

The tool is simple (2 params, no nested objects), and the description explains its purpose. However, without an output schema, the description does not specify what the generated content brief looks like or how it is returned, which might leave an agent uncertain about the response structure. The read-only annotation and low complexity reduce the need for extensive detail, so a score of 3 reflects the minor gap.

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

Parameters2/5

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

The schema description coverage is only 50% (only 'audience' is described). The tool description mentions 'target keyword' but adds no detail about the 'keyword' parameter's format or requirements beyond the parameter name. The 'audience' parameter is entirely absent from the description, so the description does little to compensate for the schema's missing documentation.

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 uses the specific verb 'Create' and clearly identifies the resource ('a detailed SEO content brief') and the input ('for a target keyword'). It distinguishes this tool from siblings like 'blog-outline-generator' or 'ad-copy-generator' by focusing on an SEO content brief, making the purpose unambiguous.

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 implies the tool should be used when generating an SEO content brief for a keyword, which provides clear context. However, it does not explicitly mention when not to use it or reference alternative tools like 'blog-outline-generator'. The 'free' and 'rate-limited' notes add some practical context but not direct 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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