propagation-mcp
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TDQS
Scored across 6 tools
Each tool targets a distinct aspect of space weather and HF propagation: forecast vs current indices, raw data vs interpretation, and separate tools for solar wind, X-ray flux, and alerts. The descriptions explicitly cross-reference each other to disambiguate purposes (e.g., get_band_conditions vs get_solar_indices), leaving no ambiguity about which to use.
All tool names follow a uniform get_<noun_phrase> pattern (get_kindex_forecast, get_band_conditions, etc.), using snake_case consistently. This makes the set predictable and easy to scan.
Six tools is a well-scoped size for a propagation-focused server. Each tool covers a major data category (forecast, current indices, band interpretation, alerts, solar wind, X-ray events) without redundancy or unnecessary bloat.
The server covers the key data sources needed for HF propagation assessment: solar flux, Kp/A indices, Kp forecast, solar wind drivers, X-ray flare activity, and space weather alerts. The band conditions tool nicely synthesizes the raw inputs into actionable HF guidance. No significant gaps for the stated domain.