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x402-multinomial

Multinomial: Returns the multinomial coefficient for a list of non-negative counts 🆓 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

B3.1/5.0
Behavior3/5

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

No annotations exist, so the description carries the full behavioral burden. It partially discharges this by disclosing the key constraint (counts must be non-negative) and an auth/billing detail ('5 free trial calls per signed wallet'), which tells the agent a paid wallet is involved. It says nothing about determinism, error behavior on invalid counts, or response format.

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?

One front-loaded sentence states the operation and input constraint with no preamble. The trailing free-trial/pricing blurb is marketing-adjacent but does carry a small amount of auth information, so it is not pure waste.

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 tool with no annotations and no output schema, the description should at minimum pin down input format and the shape of the returned coefficient. Neither is covered, and the list-versus-string ambiguity is left for the agent to guess at. This is thin for even a simple math utility.

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?

Schema coverage is 0% and the single parameter is only typed as 'string' with no description, so the description is the sole source of meaning; 'a list of non-negative counts' does tell the agent what to supply. However, it leaves the serialization format unresolved — the schema says string while the description says list, so it is unclear whether input is '[1,2,3]', '1,2,3', or space-separated.

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 verb and resource — 'Returns the multinomial coefficient' — and scopes the input ('for a list of non-negative counts'), so the operation is unambiguous. It does not distinguish itself from near-neighbors like x402-binomial-coefficient, x402-combinations, or x402-permutation-count, which an agent could easily confuse it with.

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 prerequisite conditions, and no mention of any alternative tool. An agent must infer from the phrase 'multinomial coefficient' alone when this is preferable to x402-combinations or x402-binomial-coefficient.

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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