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TradePilot Agent Commerce

Content-gap analysis from sources

tradepilot_service_content_gap
Destructive

Compare supplied site/competitor content and identify evidence-backed coverage gaps and priorities. Uses buyer-supplied information only; no external research or outbound actions. Returns a draft for human review. Price: 0.25 USD. Payment requires explicit wallet authorization.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputYes
result_expiresNo
idempotency_keyNo
result_signatureNo
payment_signatureNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior1/5

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

The description adds useful context about payment, wallet authorization, and returning a draft. However, it directly contradicts the openWorldHint=true annotation by claiming 'no external research or outbound actions,' which is a serious inconsistency about whether the tool can access outside data.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is three sentences with no filler: it leads with the core action, then states constraints and payment requirements. Every sentence contributes a distinct fact an agent needs before calling the tool.

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?

This is a paid, destructive, non-idempotent tool with five parameters and no output schema, yet the description does not explain how to construct the nested input object or what result_signature/result_expires are for. The openWorldHint contradiction further reduces an agent's ability to predict the tool's behavior.

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%, and the description does not explain the nested input parameters such as brief, source_text, audience, or the optional result_expires/idempotency_key fields. It only hints at the overall input type by mentioning supplied content and payment authorization, which is insufficient for a five-parameter nested schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb ('Compare'), names the resource ('supplied site/competitor content'), and names the deliverable ('evidence-backed coverage gaps and priorities'). This clearly distinguishes the tool from content-generation or comparison siblings, even without naming alternatives.

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?

The description implies the intended use case: analyze supplied site/competitor content for coverage gaps. It adds constraints such as 'buyer-supplied information only' and 'returns a draft for human review,' but it does not explicitly state when to choose this tool over siblings or list when-not-to-use conditions.

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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