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x402-trimmed-std

Trimmed Std: Computes sample standard deviation after dropping a number of lowest and highest values 🆓 5 free trial calls per signed wallet

Input Schema

NameRequiredDescriptionDefault
valuesNo

Schema Changelog

Changes observed during successful MCP inspections.

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

TDQS

C2.7/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full behavioral burden. It discloses the core behavior (drop N lowest/highest before computing std) and hints at a payment/auth model ('signed wallet'), but says nothing about error handling, input format, output shape, or what the 'number' of trimmed values is or how it is supplied.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The operative sentence is short and front-loaded, stating the algorithm immediately. The trailing trial-call emoji line is promotional rather than functional and dilutes an otherwise lean description.

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 one-parameter statistical tool with no annotations and no output schema, the description should at minimum specify the input encoding and how the trim amount is controlled. Both are absent, leaving a callable-but-ambiguous definition.

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

Parameters2/5

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

Schema coverage is 0% and the single 'values' parameter is an untyped-purpose string whose expected format (comma-separated? JSON array?) is never explained. Worse, the description refers to 'a number of lowest and highest values' yet no such trim-count parameter appears in the schema, leaving the agent to guess whether it is fixed, encoded in 'values', or missing.

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

Purpose4/5

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

The description names a specific statistical operation (sample standard deviation) plus the distinguishing twist (trimming lowest and highest values), which is enough to distinguish it conceptually from plain stddev siblings. However it never explicitly differentiates from close siblings such as x402-trimmed-mean, x402-std-dev-sample, or x402-winsorized-variance, so the agent must infer the distinction.

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 guidance on when to choose this over x402-stddev, x402-std-dev-sample, or x402-trimmed-mean; no prerequisites, no exclusions. The only 'context' is a promotional line about free trial calls, which does not help tool selection.

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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