solar-mcp
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TDQS
Scored across 7 tools
Each tool maps to a distinct NOAA data source (conditions, forecast, alerts, wind, X-ray, band outlook), so selection is mostly clear. However, solar_conditions advertises an 'HF band outlook derived from current indices' while solar_band_outlook provides the band-by-band view, creating a real overlap that could cause misselection.
Six of seven tools follow a clean 'solar_<noun>' pattern (solar_conditions, solar_forecast, solar_wind, solar_xray, etc.) that reads predictably. get_version_info breaks the pattern with both a different prefix and a verb_noun form, but it's a single, clearly readable deviation.
Seven tools is well-scoped for a space-weather/HF-propagation server; each one covers a distinct data feed or derived assessment. No tool feels padded or redundant at the surface level.
The surface covers the full practical workflow: current indices, forecast, alerts, raw solar wind, flare class, and band-level propagation advice, plus a version tool. Minor gaps exist (e.g. sunspot number or historical/trend data), but agents can work around them via SFI and the 27-day forecast.