x402-matrix-transpose
Matrix Transpose: Matrix Transpose
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| m | No | M to process | |
| matrix | No | Matrix to process |
Matrix Transpose: Matrix Transpose
| Name | Required | Description | Default |
|---|---|---|---|
| m | No | M to process | |
| matrix | No | Matrix to process |
Changes observed during successful MCP inspections.
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. The description only repeats the tool name and reveals nothing about input format, output shape, mutation, side effects, or error behavior. This is effectively no behavioral transparency at all.
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?
The description is short but not meaningfully concise; it is under-specified. Repeating the tool name does not earn its place and provides no information beyond what the name already conveys.
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?
For a tool with no annotations and no output schema, the description is far too thin. An agent cannot determine the expected matrix representation, the role of 'm', or the structure of the result. The tool name hints at the operation, but critical invocation details are missing.
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 description coverage is 100%, so the baseline is 3. However, the parameter descriptions ('M to process', 'Matrix to process') are minimal and ambiguous, and the tool description adds no additional meaning about how 'm' relates to the matrix or what format the matrix string should take.
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?
The description 'Matrix Transpose: Matrix Transpose' is a tautology that simply restates the tool name. It identifies the operation but provides no elaboration on what the tool actually does, such as swapping rows and columns of a matrix. It does not distinguish itself from the many sibling matrix tools.
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?
There is no guidance about when to use this tool versus alternatives. Given the large number of matrix-related sibling tools, the description offers no conditions, examples, or exclusions to help an agent decide to call this specific tool.
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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