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x402-poker-equity

x402-poker-equity: Monte-carlo poker hand equity vs N opponents 🆓 5 free trial calls per signed wallet

Input Schema

NameRequiredDescriptionDefault
handNo
holeNo
boardNo
playersNo
communityNo
opponentsNo
iterationsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed7 schema fields changed
    • removedInput schema / properties / board / description
      Removed value: -"Board to process"
    • removedInput schema / properties / community / description
      Removed value: -"Community to process"
    • removedInput schema / properties / hand / description
      Removed value: -"Hand to process"
    • removedInput schema / properties / hole / description
      Removed value: -"Hole to process"
    • removedInput schema / properties / iterations / description
      Removed value: -"Iterations to process"
    • removedInput schema / properties / opponents / description
      Removed value: -"Opponents to process"
    • removedInput schema / properties / players / description
      Removed value: -"Players to process"
  2. First observed

TDQS

C2.7/5.0
Behavior2/5

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

No annotations exist, so the description carries the full burden. It does add genuinely useful behavior: the method is Monte-carlo (implying statistical approximation and an iteration cost) and there are 5 free trial calls per signed wallet before payment applies. But it omits whether the tool is free after the trial, what latency/iteration defaults apply, and what a result contains.

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 definition is a single front-loaded sentence that states the core operation before the promotional pricing note. Nothing is padded, though the brevity is arguably under-specification rather than discipline.

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 7-parameter tool with no annotations and no output schema, the description is far too thin. It never explains how to encode cards, which of the overlapping hand/board/community/opponents fields to supply, or what the returned equity looks like, so an agent would have to guess most of the call.

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?

Seven parameters with 0% schema description coverage are almost entirely undocumented. The description hints that 'hand' and an opponents count are involved, but it says nothing about the redundant-looking 'hole', 'board', 'community', 'players', 'opponents', or 'iterations' fields, or their expected string formats, leaving an agent unable to fill the schema correctly.

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 computation: Monte-carlo simulation of poker hand equity against N opponents. That is far more than a restatement of the name and tells an agent what the tool returns conceptually. It does not, however, distinguish itself from the sibling 'x402-poker-hand', which an agent could easily confuse with an equity calculator.

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 statement of when to use this tool versus alternatives such as 'x402-poker-hand', no note about input format requirements, and no indication of when an agent should skip it. The only context offered is the pricing/trial line, which is about billing rather than usage 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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