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minia2a-mcp-remote

x402-word-density

Word Density: Density of word. 🆓 5 free trial calls per signed wallet

Input Schema

NameRequiredDescriptionDefault
termNo
textNo
wordNo
inputNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changed
    • removedInput schema / properties / input / description
      Removed value: -"Input to process"
    • removedInput schema / properties / term / description
      Removed value: -"Term to process"
    • removedInput schema / properties / text / description
      Removed value: -"Text to process"
    • removedInput schema / properties / word / description
      Removed value: -"Word to process"
  2. First observed

TDQS

D1.8/5.0
Behavior2/5

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

No annotations exist, so the description carries the full burden, yet it discloses neither the return shape, error behavior, nor input expectations. The one genuinely added fact is the pricing model (5 free trial calls per signed wallet), which is useful access context but not the behavioral detail needed to call the tool correctly.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is short, but the brevity reflects under-specification rather than economy: half the text is a duplicated title and an emoji quota banner instead of the input contract. Nothing is front-loaded about how to supply the target word versus the source text.

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

Completeness1/5

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

With four ambiguous parameters, no annotations, and no output schema, the description should be doing substantial work to define the call, and it does not. An agent cannot reliably construct a request from this definition.

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?

Four undocumented parameters sit at 0% schema coverage, and the description never explains the distinction between term, text, word, and input. It is impossible to tell whether text is the document and term the target, or whether the parameters are interchangeable aliases, so the most critical ambiguity is left unresolved.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

"Word Density: Density of word" restates the tool name rather than specifying the operation. It doesn't say whether it measures how often a term appears in a supplied text, computes a ratio, or returns counts, so an agent must guess from the name alone.

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 when-to-use guidance and no mention of the closely competing siblings such as x402-word-frequency, x402-keyword-density, or x402-content-word-ratio. The only contextual note is a free-trial quota, which says nothing about task selection.

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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