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lzinga

US Government Open Data MCP

by lzinga

nws_stations_near

Read-onlyIdempotent

Find National Weather Service observation stations near any latitude and longitude, and get station identifiers to retrieve current weather observations.

Instructions

List NWS observation stations near a lat/lon. Use the resulting stationIdentifier with nws_observation_latest.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
latYesLatitude in decimal degrees (e.g. 38.8894)
lonYesLongitude in decimal degrees (e.g. -77.0352)
limitNoMax stations to return

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv2026.9.14

TDQS

A4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds the reading behavior and the stationIdentifier handoff, but does not mention distance radius, sorting, pagination, or response shape. That is acceptable given the annotations, but adds only modest behavioral detail.

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 sentences: the first front-loads the action and resource criterion, and the second gives the next-step instruction. There is no filler or redundant restatement of the schema.

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 low-complexity read-only lookup with fully documented parameters and safety annotations, the description is nearly complete. The only real gap is not explaining what 'near' means in terms of radius, ordering, or default behavior.

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%, so the schema fully documents lat, lon, and limit with examples and ranges. The description does not add parameter-specific meaning beyond the schema, making baseline 3 appropriate.

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 states a specific verb and resource ('List NWS observation stations near a lat/lon') and a clear scope. It also names the downstream relationship to nws_observation_latest, which helps distinguish this lookup tool from other NWS station tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly says to feed the resulting stationIdentifier into nws_observation_latest, giving concrete usage direction. It does not state when not to use the tool or name alternatives, but the intended context is clear.

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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