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weather_aviation-delay-risk

Weather-driven delay risk for a US airport in 6-hour blocks. Next-24h delay risk for a top-100 US airport, scored per 6-hour block from forecast wind gusts, convective potential, winter and sustained precipitation, and heavy cloud cover, with the drivers named and a one-line verdict. [HTTP: GET /v1/aviation/delay-risk/:iata · price $0.02 via x402 · docs https://x402-factory.com/docs/weather.aviation-delay-risk]

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
iataYes

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?

With no annotations the description carries the full burden, and it discloses substantial behavior: the output is block-scored with named drivers and a one-line verdict, the scoring is forecast-derived, and the call costs $0.02 via x402 (a real payment/auth trait). Remaining gaps are rate limits, latency, and any auth mechanics beyond payment, so it falls short of a 5.

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?

Purpose, horizon, granularity, and inputs are front-loaded in the first clause, with the docs/pricing/billing metadata correctly demoted to a trailing bracket. Two dense sentences plus the bracket; slightly information-heavy but no wasted filler.

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 1-parameter tool with no annotations and no output schema, the description covers purpose, scoring inputs, output shape, time window, and cost. The main omissions are the iata code format and any payment/auth detail beyond the per-call price, which are minor.

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 0% for the single iata parameter, so the description must compensate. It establishes that the input identifies a top-100 US airport and the HTTP path token :iata hints at the code, but it never states that the value is a 3-letter IATA code or explains the format constraint encoded in the schema pattern.

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?

States a specific verb+resource (delay-risk scoring) with clear scope: next-24h, per 6-hour block, top-100 US airports, and names the exact forecast inputs driving the score. It is unambiguous what the tool produces. It does not, however, distinguish itself from the many weather_aviation_<airport> siblings, leaving an agent to infer that this is the parameterized equivalent rather than the per-airport tools.

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?

Usage is only implied: an agent can tell it is for aviation delay risk and that the horizon is 24 hours. There is no explicit when-to-use, no statement of when to prefer this over weather_aviation_atl or weather_forecast-point, and no prerequisites or exclusions called out.

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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