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Glama

nws_summarize_station

Summarize every page, task, and database in an NWS station to provide a consolidated overview of its contents.

Instructions

Summarize everything in an NWS station: pages, tasks, databases.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stationIdYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.8/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It says 'summarize' but does not disclose whether this is a read-only operation, whether it triggers any side effects (e.g., generating a report), what permissions are needed, or what the output looks like. For a tool with zero structured behavioral hints, this is a significant gap.

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?

A single, front-loaded sentence that lists the summary scope. No wasted words.

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

Completeness2/5

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

For a tool with no output schema, no annotations, and no parameter documentation, the description is too sparse. It omits return format, required permissions, and how to obtain a valid stationId. It is not complete enough for reliable invocation.

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?

There is one parameter (stationId) with 0% schema description coverage. The description mentions the 'station' concept but does not clarify what stationId is (e.g., an identifier from nws_list_stations) or its format. The schema provides no help, so the description should compensate but does not.

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 uses a specific verb (Summarize) and resource (NWS station), and explicitly enumerates the content covered: pages, tasks, databases. This distinguishes it from siblings like nws_summarize_database (database-only) or nws_station_assist (assist, not summary). However, it does not state why one would summarize a station or what format the summary takes.

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?

There is no when-to-use guidance, no mention of alternatives such as nws_summarize_database for a narrower scope, and no prerequisites. The agent must infer the appropriate context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.