io.github.qso-graph/ionis-mcp
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TDQS
Scored across 12 tools
Most tools have clearly distinct purposes: metadata, dataset listing, raw signature query, specific path/band analysis, solar history, and live conditions. There is some overlap among path_analysis, band_summary, band_openings, and compare_sources, but the descriptions make their different granularities and data sources reasonably clear.
All names use snake_case, which is readable, but the convention is mixed: some are verb-first (get_version_info, list_datasets, query_signatures, compare_sources) while others are noun phrases (band_openings, path_analysis, solar_history, current_conditions). This makes the naming less predictable than a consistent verb_noun pattern.
Twelve tools is well-scoped for a radio-propagation and solar-data analysis server. The set covers metadata, exploration, raw querying, path analysis, source comparison, and live conditions without an excessive number of tools.
The surface covers data discovery, querying, aggregation, solar correlation, path/grid analysis, historical and live conditions, and version alignment. Minor gaps may exist around deeper per-signature retrieval or explicit source/callsign lookup, but core propagation-analysis workflows are well supported.