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x402-matrix-determinant

Matrix Determinant: Matrix Determinant

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
mNoM to process
matrixNoMatrix to process

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.1/5.0
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, yet it reveals nothing about input format (e.g., whether the matrix must be square), how the string parameter should be structured, return values, or edge cases. The description is an empty placeholder.

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?

The text is very short, but it is under-specified rather than concisely informative. The only content is a repetition of the tool name, so the space is wasted rather than effectively front-loaded with useful 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?

Given the tool's mathematical complexity, two string parameters, no annotations, and no output schema, the description is severely incomplete. An agent cannot determine the expected matrix representation, whether one or both parameters are needed, or what the result will look like.

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?

Although schema coverage is 100%, the descriptions 'M to process' and 'Matrix to process' are themselves tautological and uninformative. The description adds no meaning about what 'm' represents or how it relates to 'matrix', leaving both parameters ambiguous.

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 'Matrix Determinant: Matrix Determinant' is a pure tautology, restating the tool name with no verb or resource explanation. An agent cannot tell that the tool computes a determinant, nor how it differs from the many matrix siblings.

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 usage context, no conditions, and no mention of alternatives. With dozens of x402-matrix-* siblings (matrix-add, matrix-trace, matrix-transpose, etc.), an agent has no basis for choosing this tool over related ones.

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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