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sanhao-global-experts

travel-anti-scam

A production-ready travel anti scam system for marketing and operations leaders. Get a structured, repeatable workflow you can run today - delivered as a copy-paste prompt pack with examples.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.3/5.0
Behavior2/5

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

With no annotations, the description carries the full behavioral burden, and it discloses only that the deliverable is 'a copy-paste prompt pack with examples' — which is at least a hint about output form. It says nothing about permissions, side effects, scope limits, or how the workflow behaves when invoked with or without a query.

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?

Two short sentences, front-loaded with the domain, so it is not bloated. However, roughly half the text is filler ('production-ready', 'you can run today') that consumes space without telling the agent anything operational.

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?

There is no output schema and no annotations, so the description must supply the operational picture, and it does not: what the agent gets back, whether it is static reference material or generated analysis, and how the optional query changes the result are all unstated. For a tool with a 'query' parameter that 'scopes the analysis', the absence of any explanation of that analysis is a real gap.

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 100% for the single optional 'query' parameter, so the schema already explains it as scoping the analysis; the baseline of 3 applies. The description adds no additional meaning — notably it never uses the word 'analysis' even though the schema implies one, leaving a mild mismatch between framing and parameter.

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

Purpose2/5

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

The text identifies a domain ('travel anti scam') but never states a concrete verb+resource the agent can act on; it reads as promotional copy ('a production-ready ... system for marketing and operations leaders') rather than a description of what the tool returns or does. Nothing distinguishes it from near-neighbours such as scam-radar, travel-save-coach, or budget-travel-pro.

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 when-to-use guidance, no prerequisites, and no mention of any alternative tool. The only routing hint ('for marketing and operations leaders') is an audience label, not a selection condition, so an agent has no basis for choosing this over the dozens of travel/scam-related siblings.

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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