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qso-graph

io.github.qso-graph/ionis-mcp

by qso-graph

band_summary

Summarizes band activity across all hours and sources, displaying total signatures and spots, hourly distribution, top grid pairs, SFI range, and distance distribution.

Instructions

Overview of a band across all hours and available sources.

Shows total signatures and spots, hour distribution, top grid pairs, SFI range observed, and distance distribution.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bandYesADIF band ID (102-111)
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?

With no annotations provided, the description bears full burden. It discloses output contents but does not mention behavioral aspects like data freshness, query latency, or that it is read-only. The 'Overview' phrasing implies aggregation but lacks explicit behavioral traits.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences front-load the purpose and list key outputs efficiently. There is minimal fluff, though the list could be slightly tighter.

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 the simple schema with only 2 parameters and the presence of an output schema, the description adequately covers the tool's purpose and output. It could mention that it aggregates across all hours, but it is reasonably complete.

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 coverage is 100% with clear descriptions for both parameters (band: ADIF band ID, source: dataset source or 'all'). The description adds no extra meaning beyond the schema, so baseline 3 is 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 clearly states 'Overview of a band across all hours and available sources' and enumerates specific outputs like total signatures, spots, hour distribution, top grid pairs, SFI range, and distance distribution. This distinguishes it from siblings like band_openings or compare_sources.

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 implies use for getting a broad summary but provides no explicit guidance on when to use this tool versus alternatives, nor any conditions or exclusions.

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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