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wylieswanson

nws-weather-usgs-water-mcp

by wylieswanson

get_hourly_forecast

Read-onlyIdempotent

Retrieve hourly National Weather Service forecasts including precipitation probability for any location for up to 168 hours.

Instructions

Get 1-168 hours of NWS forecast data with hourly precipitation odds.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
latYes
lonYes
hoursNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

The description adds behavioral context beyond annotations: it specifies the data source (NWS), the type of data (forecast with hourly precipitation odds), and the time range (1-168 hours). Annotations already indicate non-destructive, read-only behavior, so the description supplements with useful details.

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 a single, perfectly front-loaded sentence with no filler. Every word adds value, specifying the tool's function, data source, and key feature (hourly precipitation odds).

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?

Despite having an output schema, the description omits mention of other forecast elements (e.g., temperature, wind) that are likely included. However, it captures the essential distinctive feature (precipitation odds) and the time range, making it mostly complete for a forecast tool.

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?

The schema has zero description coverage, so the description must compensate. It only mentions the hours range (1-168) but fails to explain lat and lon parameters. Without parameter descriptions, an agent lacks context for correct parameter input.

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 clearly states the tool retrieves NWS forecast data with hourly precipitation odds for a specific time range (1-168 hours), distinguishing it from sibling tools like get_point_forecast which likely provides different forecast granularity.

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 gives no guidance on when to use this tool versus alternatives like get_point_forecast, which appears to be a closely related sibling. There are no usage constraints, prerequisites, or comparisons to other tools.

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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