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Penny Engine — Agent Operations

penny_choose_service

Read-only

Given an agent's real task, get the single best supported Penny Engine payable route, exact $0.001 quote, required input, sample, and buyer-authorized checkout instructions. Includes optional FREE CSV preflight; does not sign, pay or execute a paid call.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
taskYes
inputNoOptional catalog CSV input for free validation, or a public wallet address.
maxPriceUsdNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is partly covered. The description reinforces and extends this by stating it does not sign, pay, or execute a paid call, and that CSV preflight is FREE while the quote is fixed at $0.001. That is useful cost/side-effect context beyond the annotations.

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 dense but front-loaded sentence packing the return payload, the free-preflight note, and the no-execution caveat into essential clauses. Slightly cramped and comma-heavy, but no filler sentences and nothing is buried at the end.

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?

With no output schema, the description does the work of enumerating the return payload (route, exact quote, required input, sample, checkout instructions), and it discloses cost and non-execution. For a read-only selection tool with a nested optional input object, an agent has enough to call it correctly, though the maxPriceUsd semantics remain unexplained.

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 description coverage is only 33%, so the description should carry weight. It mentions 'required input,' a 'sample,' and an optional FREE CSV preflight, which loosely maps to the task/input params, but it does not clarify maxPriceUsd's filtering role or the task string's 3-180 char constraint. Partial compensation only.

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: it returns the single best Penny Engine payable route plus a $0.001 quote, required input, sample, and checkout instructions. That is concrete enough to distinguish it from pure utilities like penny_slugify or penny_csv_to_json. However, it never differentiates itself from penny_capability_router, which sounds like an overlapping routing tool, so sibling disambiguation is incomplete.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It implies usage ('Given an agent's real task') and clarifies the negative case ('does not sign, pay or execute a paid call'), which is helpful context. But there is no explicit when-to-use vs. when-not, and no named alternative among the 15 siblings despite penny_capability_router and penny_campaign_economics plausibly overlapping.

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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