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qso-graph

io.github.qso-graph/ionis-mcp

by qso-graph

path_analysis

Analyze HF radio propagation paths between two Maidenhead grid squares. Get distance, azimuth, best band/hour ranking, seasonal patterns, and solar geometry from IONIS datasets.

Instructions

Complete analysis of a propagation path across all bands and hours.

Provides distance/azimuth, best band/hour combinations ranked by reliability, seasonal patterns, solar geometry, and total observation counts from all available data sources.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tx_gridYesTransmitter 4-char Maidenhead grid
rx_gridYesReceiver 4-char Maidenhead grid
sourceNoDataset source or "all"all

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations provided, so description carries burden. Describes outputs and data sources ('all available data sources') but does not mention read-only nature, authorization, or constraints. Adequate but not thorough.

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, front-loaded with key action, no redundant information. Every word adds value.

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?

Has output schema, so return details unnecessary. Description covers major aspects: distance/azimuth, band/hour ranking, seasonal patterns, solar geometry, counts. Missing prerequisites or data source details, but adequate for complexity.

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?

All 3 parameters have descriptions in schema (100% coverage). Description adds context about combining bands/hours but no additional param-specific meaning beyond schema.

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?

Clearly states 'Complete analysis of a propagation path across all bands and hours' with specific outputs listed. Distinguishes from siblings like band_openings and band_summary by being comprehensive.

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?

Implies use for thorough path analysis but does not explicitly state when to use or avoid this tool compared to siblings like current_conditions or dark_hour_analysis. No exclusions or alternatives mentioned.

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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