x402-matrix-transpose
Matrix Transpose: Returns the transpose of a matrix given as an array of rows 🆓 5 free trial calls per signed wallet
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| m | No | ||
| matrix | No |
Matrix Transpose: Returns the transpose of a matrix given as an array of rows 🆓 5 free trial calls per signed wallet
| Name | Required | Description | Default |
|---|---|---|---|
| m | No | ||
| matrix | No |
Changes observed during successful MCP inspections.
Input schema / properties / m / descriptionRemoved value: -"M to process"Input schema / properties / matrix / descriptionRemoved value: -"Matrix to process"Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations exist, so the description carries the full behavioral burden, yet it says nothing about accepted input format, error behavior, or output shape beyond 'returns the transpose'. The free-trial note is commercial context, not 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.
Is the description appropriately sized, front-loaded, and free of redundancy?
One front-loaded sentence that names the operation before anything else. The emoji promo is minor noise but does not bury the core statement.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no annotations, no output schema, 0% parameter coverage, and a duplicated/ambiguous input pair, the definition leaves too much unresolved for an agent to construct a correct call.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 0% and there are two undocumented string parameters, 'm' and 'matrix', whose relationship is never explained. The phrase 'given as an array of rows' loosely hints at format but does not say which parameter carries it or why two exist.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource: returns the transpose of a matrix. Among the many x402-matrix-* siblings this identifies a unique operation, but it does not explicitly contrast itself with them, so it stops short of a 5.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No when-to-use guidance, no prerequisites, and no mention of alternatives such as x402-matrix-multiply or x402-matrix-flatten. The only extra sentence is a pricing promo, not usage context.
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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