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x402-sum-of-squares

Sum Of Squares: Sum of of squares.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
valuesNoValues to process

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / values
      Added value: +{
      +  "description": "Values to process",
      +  "type": "string"
      +}
  2. First observed

TDQS

C2/5.0
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 disclosure burden, and it discloses nothing. It does not state the expected input format (the schema types it as a string), the computation semantics, whether the argument is required, or what is returned. For a numeric utility this leaves the agent guessing.

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 it is short because it is under-specified rather than efficient: the entire content is a restatement with an obvious duplicated-word error. There is no front-loaded useful information to speak of.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a trivial arithmetic function a bare name can nearly suffice, but this definition never tells the agent the input encoding or distinguishes it from the x402-sum-squares sibling, with no output schema or annotations to compensate. The minimum needed to invoke it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There is a single parameter with 100% schema description coverage, so the schema baseline is 3. The description adds no parameter meaning — it doesn't explain how the string 'values' is parsed (comma-separated? space-delimited?) — but it is not required to since the schema is the stated source of truth here.

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

Purpose2/5

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

The description "Sum Of Squares: Sum of of squares." is a near-tautology that only restates the name (with a duplicated word typo). It does not clarify the operation, its input form, or how it differs from the near-identical sibling x402-sum-squares. An agent gets no more than the name already conveys.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no preconditions, and no mention of alternatives such as x402-sum-squares or x402-stats. Usage must be entirely inferred from the name.

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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