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Scored across 7 tools
Each tool targets a distinct operation: finding reconciled events, retrieving a specific event, comparing source reports, surfacing disagreements, listing agencies, listing raw agency feeds, and fetching agency metadata. The overlap between find_events and find_discrepancies is clearly delineated by threshold filtering, and list_recent_by_agency is explicitly positioned as the raw single-agency counterpart to the reconciled find_events.
All tools follow a snake_case verb_noun pattern: find_events, get_event, compare_sources, find_discrepancies, list_agencies, list_recent_by_agency, get_agency_info. The verbs are varied but predictable (find/list/get/compare), and the noun usage (plural for collection-style operations, singular for single-item fetches) is consistent.
Seven tools is well within the ideal 3-15 range and each tool earns its place in the cross-agency seismic data domain. The count is lean enough to avoid overwhelming an agent while covering the core workflows of discovery, retrieval, comparison, and metadata lookup.
The domain is a read-only, cross-agency earthquake data service, and the surface is complete: discover reconciled events, fetch a specific event, compare raw source fields, find disagreement hotspots, enumerate agencies, inspect a single agency's raw feed, and understand agency-specific biases. No obvious dead ends exist—every tool's output either feeds into another tool or stands alone as a meaningful answer.