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Coin Flipper

CoinFlipper
Read-only

Coin Flipper: Coin Flipper simulates random coin flips and records heads or tails outcomes with flip counts. Paid plans can simulate multiple flips per request and calculate percentages, streak lengths, and fairness indicators. (Cost: 1 credit)

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "CoinFlipper"
  }
}

Input Schema

NameRequiredDescriptionDefault
flipsNoNumber of coins to flip

Output Schema

NameRequiredDescriptionDefault
dataNo
errorNoError message, null on success
statusNo"ok" on success

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior4/5

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

The annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description adds genuinely non-obvious behavior: each call costs 1 credit, and richer outputs (percentages, streak lengths, fairness indicators) plus multi-flip requests are gated behind paid plans, which affects both invocation and interpretation of results.

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?

The three sentences are reasonably compact and the cost note is correctly placed at the end. However, the first clause ('Coin Flipper: Coin Flipper...') wastes a full repetition, and the paid-plan sentence bundles three separate facts (multi-flip, percentages, fairness indicators) without structuring them.

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

Completeness4/5

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

For a single-optional-parameter tool with an output schema and full annotation coverage, the description supplies everything essential: what is simulated, what is recorded, the credit cost, and the plan-tier gating on multi-flip and statistics. The only omission is a maximum flips limit, which is minor given the output schema handles return values.

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 100%, and the schema already documents 'flips' as 'Number of coins to flip', establishing the baseline of 3. The description adds a meaningful constraint that multiple flips per request require a paid plan, but it does not state any upper limit, per-plan cap, or whether flips is treated as coins versus sequential flips.

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 uses a specific verb and resource ('simulates random coin flips and records heads or tails outcomes with flip counts'), so an agent can tell it apart from siblings like DiceRoller or RandomDataGenerator. It is docked one point for the redundant opening 'Coin Flipper: Coin Flipper', which merely restates 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?

There is no explicit when-to-use, when-not-to-use, or alternative-tool guidance. The only usage-related information is a plan-tier note ('Paid plans can simulate multiple flips per request'), which is a constraint rather than routing guidance, and there is no mention of DiceRoller, SlotMachineSimulator, or other randomness tools.

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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