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x402-min-max-normalize

Min Max Normalize: Minimum of max normalize.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
valuesNoValues to process

Schema Changelog

Changes observed during successful MCP inspections.

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

TDQS

D1.7/5.0
Behavior1/5

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, and it discloses nothing. It does not state the output range, whether normalization is per-call or per-array, how the string input is parsed, or whether behavior differs when all values are equal (division by zero) – all essential for a normalization function.

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 this is under-specification rather than conciseness. The single sentence is repetitive and adds no information, and the front-loaded token is just the tool name repeated.

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 no annotations, no output schema, and a near-empty description, an agent has almost nothing to work with. For a data-transformation tool whose input format and output scaling are entirely unspecified, the definition is inadequate.

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

Parameters3/5

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

Schema description coverage is 100% for the single 'values' parameter, so per the rules the baseline is 3. The description adds no format detail (e.g., comma-separated vs JSON array) beyond the terse schema description 'Values to process', so it neither helps nor misleads.

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?

The name 'x402-min-max-normalize' states a recognizable operation, but the description 'Min Max Normalize: Minimum of max normalize' merely restates the name in garbled form. It never says what the tool does to the input (e.g., rescales values to [0,1]) or what it returns, so it is effectively a tautology.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no prerequisites, and no mention of alternatives. With close siblings like x402-normalize, x402-normalize-array, x402-standardize and x402-clamp-value in the catalog, an agent gets no help deciding which normalizer applies.

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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