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qso-graph

io.github.qso-graph/pota-mcp

by qso-graph

pota_user_stats

Get POTA activator and hunter statistics for a callsign to see their park activation and hunting activity.

Instructions

Get POTA activator and hunter statistics for a callsign.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
callsignYesCallsign to look up (e.g., K4SWL, KI7MT).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations provided, so description bears full burden. It implies a read operation but does not mention auth, rate limits, or output specifics. Adequate for a simple lookup but lacks depth.

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?

Single sentence that is clear and direct. No unnecessary words, front-loaded with key action and object.

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?

Given an output schema exists, description need not detail returns. Covers core purpose fully for a simple one-parameter tool. Slightly hindered by missing usage guidance.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage 100% for the single parameter. Description adds context that the stats are for activator and hunter, supplementing the schema. Baseline 3, extra context justifies 4.

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?

Description explicitly states 'Get POTA activator and hunter statistics for a callsign', with specific verb and resource. Distinguishes from sibling tools like pota_park_stats, pota_spots, etc. which focus on parks and spots.

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 on when to use this tool vs alternatives, no prerequisites, no exclusion criteria. Agent must infer from sibling 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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