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minia2a-mcp

x402-heap-sort

Heap Sort: Heap Sort

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

TDQS

D1.8/5.0
Behavior1/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure and completely fails. It does not state what input the tool accepts, what it returns, whether it mutates state, or how data is passed given there are no parameters. With an empty input schema, the description needed to explain the invocation contract (e.g., pipeline input, implicit context) and says nothing.

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?

At four words, the description is short, but this is under-specification rather than concise writing. Every word is wasted on restating the name; no sentence earns its place because no information is conveyed. A genuinely concise description would say what the tool does in a single informative sentence.

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?

The definition is completely inadequate for a tool with no annotations, no output schema, and an empty input schema. An agent cannot determine how to invoke the tool, what data it operates on, or what result to expect. Even one sentence ('Sorts the supplied array of numbers using heap sort, returning the sorted array') would resolve the fundamental ambiguity, but none is present.

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

Parameters4/5

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

The input schema has 0 parameters, which per the calibration baseline warrants a 4 since there is nothing the description must document about parameters. The schema's emptiness is itself a red flag—an agent is left wondering how the tool receives data—but that gap is a behavioral/contextual issue rather than a parameter-documentation deficit. The description adds no parameter meaning, yet none is strictly required with zero declared parameters.

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

Purpose1/5

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

The description 'Heap Sort: Heap Sort' is a pure tautology—it restates the tool name with no added content. It fails to state a verb, resource, input, or output, and provides no differentiation from the many sibling sorting tools (x402-bubble-sort, x402-quick-sort, x402-merge-sort, etc.). An agent learns nothing it couldn't already infer from the name.

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?

No guidance is provided on when to use this tool versus alternatives. Given the large family of sort tools among siblings, the description should at least mention heap sort's profile (e.g., O(n log n) worst-case) or note when another sort is preferable. There is no misleading guidance, but there is zero actionable 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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TDQS

D1.6/5.0
Disambiguation1/5

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.

Naming Consistency2/5

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.

Tool Count1/5

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.

Completeness2/5

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.

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