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minia2a-mcp-remote

x402-hamming-weight

Hamming Weight: Weight of hamming. 🆓 5 free trial calls per signed wallet

Input Schema

NameRequiredDescriptionDefault
valueNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • removedInput schema / properties / value / description
      Removed value: -"Value to process"
  2. First observed

TDQS

D1.5/5.0
Behavior1/5

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

No annotations are supplied, so the description carries the full behavioral burden, yet it discloses only that there are 5 free trial calls per signed wallet. It never states what encoding the input expects, whether it is a read-only computation, what the response contains, or what happens after the free calls run out.

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

Conciseness1/5

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

It is short, but almost none of the text is informative: one clause is a tautology of the name and the other is an emoji-laden promo line. There is no front-loaded statement of what the tool computes or what input it expects.

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?

With no annotations, no output schema, an undocumented string parameter, and a computation whose input format is unspecified, the definition is not sufficient for an agent to invoke the tool correctly. The only complete information conveyed is the trial-call pricing.

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 "value" has 0% schema description coverage and is typed only as a string, with the description adding no clarification at all. Whether it means a binary string, a hex string, a decimal number, or a byte array is left entirely ambiguous, so the description fails to compensate for the schema gap.

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?

"Hamming Weight: Weight of hamming" restates the tool name in circular form and never says what the operation actually computes (the number of set bits in a binary representation). An agent that doesn't already know the term learns nothing, and there is no differentiation from nearby siblings such as x402-hamming or x402-bit-count.

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 mention of when not to use it, and no pointer to the many bit-related siblings. The only added sentence concerns free trial calls, which is billing information rather than usage direction.

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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