SkyGlance
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TDQS
Scored across 24 tools
Most tools have clearly different outputs, but several overlapping query patterns exist: search_aircraft duplicates the type/military filters exposed by find_by_type and military_aircraft, and whats_overhead/coming_overhead/interesting_nearby all describe nearby sky observations. Descriptions are detailed enough to resolve most confusion, but an agent could easily pick the wrong one.
Names are all lowercase snake_case and descriptive, but they follow no single convention: some are verb_noun (identify_aircraft, track_flight), some are noun phrases (global_stats, emergencies), and some are questions (is_this_new, whats_overhead). The set is readable but stylistically mixed.
24 tools is in the borderline-heavy range and the server covers multiple subdomains: live search, identity, airport traffic, personal spotting history, and feed health. Each tool has a use case, but the set could likely be consolidated without losing much utility.
The surface covers the skywatching domain well: find/search, identify, track current/history, airport activity, global stats, weather, and personal records. Minor gaps exist, such as no controls for the background poller and no arbitrary time-window history beyond about a day, but they do not block core workflows.