Blog Headline Analyzer
headline-analyzerScore a headline (0-100) on length, word balance, power/emotional words, numbers, and brackets.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| headline | Yes |
headline-analyzerScore a headline (0-100) on length, word balance, power/emotional words, numbers, and brackets.
| Name | Required | Description | Default |
|---|---|---|---|
| headline | Yes |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
The description adds behavioral detail beyond the readOnlyHint annotation by explaining the scoring dimensions and the 0-100 scale. This gives the agent a clear picture of what the tool evaluates, though it omits details about return format.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Single sentence that is front-loaded with the action and contains no filler. Every word is meaningful and directly contributes to understanding the tool's purpose.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple one-parameter, read-only analyzer, the description covers the purpose, criteria, and score range. It does not explicitly describe the return format, but the (0-100) notation implies a numeric score, which is sufficient for the tool's simplicity.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The input schema has one parameter ('headline') with no description (0% coverage). The description's phrase 'a headline' merely restates the property name and adds no additional semantic meaning, failing to compensate for the lack of schema documentation.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the action ('Score'), the resource ('a headline'), the output scale (0-100), and the specific criteria involved (length, word balance, power/emotional words, numbers, brackets). This distinguishes it from sibling generators like headline-generator or seo-title-generator.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The usage context is implied: use this tool when you have a headline and want a quantitative score. However, it does not explicitly contrast with alternative tools or state when not to use it, so it falls short of a full 5.
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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