flightlog
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TDQS
Scored across 10 tools
Each tool has a clearly distinct purpose: delete sessions, get full transcript, trigger re-indexing, check status, list sessions, rebuild index, search conversations, show stats, sync to remote, tail recent messages. No functional overlap.
All tools use the 'flightlog_' prefix and most follow a verb_noun pattern (e.g., delete_sessions, get_session, list_sessions, ingest_status). A few are just verbs (ingest, rebuild, search, stats, sync, tail) without a noun, which is a minor inconsistency but still clear.
10 tools is well-scoped for a logging/observability server. Each tool serves a necessary function—ingestion, search, retrieval, deletion, syncing, statistics—without redundancy or bloat.
The tool set covers the full lifecycle: ingestion (flightlog_ingest), browsing (flightlog_list_sessions), searching (flightlog_search), reading (flightlog_get_session, flightlog_tail), deleting (flightlog_delete_sessions), rebuilding (flightlog_rebuild), syncing (flightlog_sync), and status/stats (flightlog_ingest_status, flightlog_stats). No obvious gaps.