kwfinder_gap_analysis

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only says 'Run' without indicating whether the operation is read-only, what data it requires, whether it's synchronous, or what the response looks like. This is minimal and insufficient for an agent to predict side effects or requirements.

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?

The description is a single short sentence that is easy to parse. However, it is under-specified and essentially restates the tool name without providing additional context, so while it is concise, it does not fully earn its place by adding value.

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?

The tool has a generic schema with no domain-specific parameter documentation and no output schema. The description is far too minimal for an agent to understand how to construct a valid gap analysis request or interpret the response. This is completely inadequate for a tool that likely requires specific inputs such as target domains and keywords.

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 schema defines only generic 'body' and 'query' objects with boilerplate descriptions about passing data to the endpoint. It does not specify any KWFinder-specific parameters like domains, keywords, or competitor sets. The description adds no parameter details, leaving the agent with no information about what to include in the request.

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 ('Run') and the resource ('KWFinder keyword gap analysis'). It distinguishes itself from sibling tools by naming the specific gap analysis functionality, which is unique among the listed KWFinder tools.

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?

No guidance is given about when to use this tool versus alternatives such as kwfinder_competitor_keywords or kwfinder_related_keywords. There are no prerequisites, exclusions, or context explaining the intended use case beyond the tool name itself.

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