keyword_density
Keyword density client and server side from freedailypro
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | ||
| keyword | Yes | ||
| caseSensitive | No |
Keyword density client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | ||
| keyword | Yes | ||
| caseSensitive | No |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description adds nothing beyond them, and 'client and server side' is ambiguous rather than informative. It does not contradict the annotations, but contributes no behavioral context.
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?
It is brief, but brevity here reflects under-specification rather than efficiency. The one sentence leads with a fragment and pads it with a meaningless vendor reference instead of front-loading actionable content.
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?
With 3 undocumented parameters, no output schema, and no annotations covering return values, the description should explain what a density result looks like (e.g., a percentage) and how caseSensitive affects it. It does none of this, leaving the tool effectively unusable without guesswork.
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?
There are 3 parameters with 0% schema description coverage, so the description must carry the burden of explaining text, keyword, and especially caseSensitive. It explains none of them; the description gives no hint of what the parameters mean or how keyword matching works.
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 phrase names the resource (keyword density) but supplies no verb describing what is computed or returned. The trailing 'client and server side from freedailypro' is a vendor/site reference rather than a purpose statement and does not distinguish it from siblings like word_count or analyze_readability.
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 when-to-use guidance, no prerequisites, and no mention of the obvious alternatives (word_count, analyze_readability, text_similarity). The agent is given nothing to route on.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.