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US Weather (NWS): Latest observation

us-weather__station-latest
Read-onlyIdempotent

Latest observed conditions at a weather station. Free within the daily allowance, then $0.001 USDC per call via x402.

Input Schema

NameRequiredDescriptionDefault
stationYesStation id, e.g. KNYC

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, openWorld, and non-destructive behavior, so the safety profile is covered. The description adds genuinely new information not present in structured fields: the billing model (free within daily allowance, then $0.001 USDC per call via x402), which an agent needs to know before invoking. It stops short of describing data freshness or what 'latest' means in temporal terms.

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?

Two short sentences, with the core purpose front-loaded before the pricing note. Nothing is redundant or padded.

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?

An output schema exists, so return values need not be explained, and the single parameter is fully documented. The main gap is the absence of sibling differentiation and any indication of observation recency or update cadence.

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?

With a single parameter at 100% schema description coverage, the schema already documents 'station' with an example (KNYC). The description only restates that observations are per-station and adds no format, validation, or lookup detail beyond the schema. Baseline 3 applies.

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 states a specific verb+resource: 'Latest observed conditions at a weather station,' which is clear and unambiguous. However, it does not differentiate from siblings such as us-weather__forecast or us-weather__forecast-hourly, leaving the agent to infer that this is current conditions rather than a forecast.

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?

No guidance is given on when to use this tool versus the forecast, hourly forecast, or alerts siblings. The only contextual sentence is about billing, which is not usage guidance.

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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