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x402-min-max-normalize

Min Max Normalize: Minimum of max normalize. 🆓 5 free trial calls per signed wallet

Input Schema

NameRequiredDescriptionDefault
valuesNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • removedInput schema / properties / values / description
      Removed value: -"Values to process"
  2. Changed1 schema field changed
    • addedInput schema / properties / values
      Added value: +{
      +  "description": "Values to process",
      +  "type": "string"
      +}
  3. First observed

TDQS

C2/5.0
Behavior2/5

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

With no annotations, the description carries the full burden and fails: it does not say whether the operation is pure/deterministic, what happens with constant input (zero range), or what the output looks like. The only behavioral note is the 🆓 free-trial quota tied to a signed wallet, which hints at payment/auth requirements but says nothing about the computation itself.

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 comes from under-specification rather than economy; the second sentence is promotional boilerplate that consumes half the text without helping invocation. Nothing about the operation is front-loaded beyond the name itself.

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?

For a one-parameter data transform with no output schema and no annotations, the description should at minimum explain input format and the resulting range. None of that is present, so an agent would be guessing at how to format "values" and what it gets back.

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

Parameters2/5

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

The single parameter "values" is typed only as string with 0% schema description coverage, and the description never explains the expected encoding (comma-separated list, JSON array, whitespace-delimited). Since the schema provides no meaning, the description had to compensate and does not.

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?

"Min Max Normalize: Minimum of max normalize" is essentially a restatement of the tool name plus a garbled phrase; it never states that input values are rescaled to a [0,1] (or min-max) range. With many adjacent normalizers among the siblings (x402-normalize, x402-normalize-array, x402-normalize-vector, x402-standardize), the definition gives an agent no way to tell this apart.

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?

No when-to-use or when-not-to-use guidance is present; the only extra sentence concerns free trial calls and wallet signing, which is billing information rather than selection guidance. An agent cannot infer from this whether to pick it over x402-normalize-array or x402-normalize-vector.

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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