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minia2a-mcp-remote

x402-harmonic-mean

Harmonic Mean: Mean of harmonic. 🆓 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. First observed

TDQS

D1.7/5.0
Behavior2/5

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

No annotations are supplied, so the description carries the full burden, yet it discloses only the pricing/trial model (5 free calls per signed wallet). It says nothing about output shape, numeric precision, handling of zeros or negatives (which are undefined for a harmonic mean), or error behavior.

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

Conciseness3/5

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

It is short and front-loaded, which is good, but the first clause is circular filler rather than information. The second sentence is useful context but belongs after a real functional statement that is currently absent.

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

Completeness1/5

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

For a math utility with no annotations, no output schema, and an undocumented string parameter, the description supplies neither the input encoding nor the result format. An agent would have to guess the serialization of "values" before it could call the tool at all.

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

Parameters1/5

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

The single parameter "values" is a bare string with 0% schema description coverage, and the description does not clarify whether it expects a comma-separated list, a JSON array literal, or a space-delimited string. This is the most consequential gap for actually calling the tool correctly.

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?

"Harmonic Mean: Mean of harmonic" essentially restates the tool name without defining what it computes or what input it consumes. Nothing distinguishes it from adjacent siblings such as x402-geometric-mean, x402-mean-of, x402-harmonic-number, or x402-harmonic-series, so an agent cannot confidently pick it apart from those.

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

Usage Guidelines1/5

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

There is no when-to-use guidance, no mention of an alternative tool, and no stated preconditions. The only extra sentence concerns free-trial billing, which says nothing about selecting this tool over a sibling mean calculator.

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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