x402-matrix-determinant
Matrix Determinant: Matrix Determinant
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| m | No | M to process | |
| matrix | No | Matrix to process |
Matrix Determinant: Matrix Determinant
| Name | Required | Description | Default |
|---|---|---|---|
| m | No | M to process | |
| matrix | No | Matrix to process |
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.
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.
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.
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.
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.
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.
Add one secure layer between your agents and this server.
The tool set is saturated with near-duplicates and synonyms: character-count vs char-count, clamp vs clamp-value, is-abundant vs is-abundant-num vs is-abundant-number, and fetch vs browser-scrape vs web-scrape vs text-scrape. Generic names like 'difference', 'normalize', 'range', and 'partition' make the boundaries even harder for an agent to determine.
Most tools share a x402- kebab-case prefix, but the set mixes noun-only names (math, hash, prime, time), verb-first names (get_stats, find, validate), auto-generated names (x402-publish-1787853294312-base-account), and inconsistent variants like temp vs temperature vs temperature-convert. This is not a coherent verb_noun convention despite the common prefix.
1677 tools is an extreme count that creates selection paralysis and makes coherent agent use impractical. A utility or marketplace server at this scale needs sub-services or namespacing rather than a flat tool list.
The surface has broad token coverage across many utility categories, but the marketplace aspect is incomplete: service_discovery and get_stats exist, yet there are no generic publish, update, delete, or account-management operations. Utility families also contain redundant variants without clear completion or lifecycle structure.