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x402-matrix-shape

Matrix Shape: Matrix Shape

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
mNoM to process
matrixNoMatrix to process

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / properties / m
      Added value: +{
      +  "description": "M to process",
      +  "type": "string"
      +}
    • addedInput schema / properties / matrix
      Added value: +{
      +  "description": "Matrix to process",
      +  "type": "string"
      +}
  2. First observed

TDQS

D1.3/5.0
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 behavioral burden, and it supplies none: no indication of what 'shape' means (dimensions? square check?), whether input format matters, or what is returned. This is a complete absence of behavioral disclosure.

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 is under-specification rather than conciseness — the single clause is simply the tool title echoed back, earning no information.

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?

For a computation tool with two parameters, no annotations, and no output schema, the definition is entirely insufficient. An agent cannot determine what operation is performed, what input shape is expected, or what the result represents.

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?

Schema coverage is nominally 100%, which normally sets a baseline of 3, but the schema descriptions are vacuous placeholders ('M to process', 'Matrix to process') that convey no meaning about what m versus matrix are or how they relate. The description adds nothing at all, so it cannot compensate; 2 is appropriate.

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

Purpose1/5

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

The description is 'Matrix Shape: Matrix Shape', a pure tautology that restates the tool name without stating any verb, resource, or operation performed. It gives no basis for distinguishing this tool from sibling matrix tools like x402-matrix-transpose or x402-matrix-determinant.

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 mention of alternatives, and no conditions or prerequisites. The agent has 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.

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