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Weatherbit MCP by usefulapi

Hourly Weatherbit forecast

weatherbit_hourly_forecast
Read-only

Get up to 240 hourly forecasts. Consumes Weatherbit quota; requires the corresponding commercial plan.

Input Schema

NameRequiredDescriptionDefault
latYesLatitude in decimal degrees.
lonYesLongitude in decimal degrees.
hoursNo
unitsNoM: metric (default), I: imperial, S: scientific. Applies to supported weather fields.

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?

Annotations already declare this is a read-only, open-world operation, so the bar is lower, and the description adds genuinely useful context beyond them: the call consumes metered quota and requires a commercial plan. It stops short of saying anything about the response shape, timezone handling, or quota cost per call.

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, zero filler, with the capability stated first and the cost/prerequisite second. Nothing repeats the schema or annotations.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description should say more about what a forecast entry contains or what the 240 entries represent (hourly steps from when, in what timezone). It adequately covers cost and prerequisites but leaves the return value underspecified for a data-returning tool.

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 75%, with lat/lon/units documented inline; only 'hours' lacks a schema description, and the description's 'up to 240 hourly forecasts' partially backfills that. With the schema doing most of the work, the 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?

States a specific verb ('Get') and resource ('240 hourly forecasts'), and the hourly/240-hour scope implicitly separates it from weatherbit_daily_forecast and weatherbit_minutely_forecast. It doesn't name those siblings or state the location-based scope explicitly, but the purpose is unmistakable.

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 gives a real selection constraint — Weatherbit quota consumption and a required commercial plan — which helps an agent decide whether it can use this at all. However, it never says when to prefer hourly over daily or minutely forecasts, leaving the core choice to inference from the tool names.

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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