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MARS Anonymous Purchase Feedback

mars_purchase_feedback

FREE optional reason-coded feedback. No free text, IP, User-Agent, referrer, or raw journey id is stored.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stageNo
productNo
journeyIdNo
reasonCodeYes
retryIntentNo
paymentCapabilityNo
expectedMaxPriceMicrosNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior3/5

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

The description adds meaningful privacy behavior beyond the annotations by stating that free text, IP, User-Agent, referrer, and raw journey id are not stored. This is valuable because the annotations are all false and provide no safety profile. However, it does not disclose what side effects occur, whether the reason code itself is persisted, or any idempotency/retention details, so the behavioral picture is only partial.

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 description is a single sentence and is very compact. It front-loads the core purpose and adds a useful privacy clause. The word 'FREE' is slightly ambiguous and 'optional' could be misinterpreted as relating to parameters rather than the feedback action, but overall there is no meaningful redundancy.

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?

With 7 parameters, no output schema, and no annotation support, the description is too sparse to fully guide correct invocation. It does not explain what the tool returns, what the feedback call triggers, when in the purchase flow it should be used, or how the optional parameters relate to the feedback context. The privacy note is helpful but not sufficient for a tool with this many schema fields.

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?

Schema description coverage is 0%, so the description must compensate for undocumented parameters. It adds some meaning by clarifying that feedback is reason-coded and free text is not allowed, and that raw journey id is not stored. However, it does not explain stage, product, retryIntent, paymentCapability, or expectedMaxPriceMicros, leaving most input semantics to the agent's inference from names and enums.

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 clearly identifies this as anonymous purchase feedback using a reason code, and the title reinforces that purpose. It lacks an explicit verb like 'submits' or 'records', but an agent can infer the intended action. It is distinguishable from the offer and attribution sibling tools, though it does not name them.

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?

The description says the feedback is 'optional' and 'FREE', which hints at when it might be appropriate, but it provides no explicit guidance on when to use this tool versus alternatives. None of the sibling tools are referenced, and there is no stated condition or exclusion, so the agent is left to infer usage context.

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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