Skip to main content
Glama

generate_seo_title

Create an optimized SEO title for a CreatorOS project using topic and project ID to enhance search visibility.

Instructions

Generate an SEO title for a CreatorOS project.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicYes
project_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.7/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It only says 'generate,' which implies a non-destructive action, but does not disclose whether the tool creates a persistent record, consumes credits, requires authentication, or has any side effects. This is a significant gap for a tool with zero annotation support.

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?

The description is a single sentence with no filler or unnecessary detail. It is front-loaded with the primary action and resource, making it highly scannable for an agent.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has two required parameters, no annotations, and no parameter descriptions in the schema or the description. The description does not provide enough context for an agent to know what to pass for 'topic' or 'project_id', nor when to prefer this over sibling tools. While an output schema exists, the missing usage and parameter guidance makes the definition incomplete.

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

Parameters1/5

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

Schema description coverage is 0%, and the description does not compensate by explaining the meaning or usage of the two required parameters ('topic' and 'project_id'). The parameter names are only weakly self-explanatory, and no additional semantics are provided.

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 a specific verb ('Generate') and resource ('an SEO title for a CreatorOS project'). It clearly identifies the tool's output type, which is distinct from sibling tools like generate_meta_description or generate_blog, though it does not explicitly differentiate itself.

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?

There is no guidance on when to use this tool versus alternatives such as generate_meta_description or generate_blog. The usage context is only implied by the tool name and purpose, with no exclusions or conditions stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.