Scored across 16 tools
The descriptions do heavy explicit lifting, each naming sibling tools to prefer for adjacent questions (e.g., money_market_context vs funding_stress_now vs world_markets_context). Domains are mostly distinct (funding, FX, oil, gold, crypto, discovery, editorial), though the cluster of '*_context' tools still creates some residual overlap that only careful reading resolves.
All names are consistently snake_case and thematically readable. However, the convention is not a uniform verb_noun pattern—it mixes domain_context names with noun phrases (data_health, latest_article, historical_analogs, proof_backtest, institutional_flows)—so it is recognizable but not fully predictable.
16 tools is slightly heavy but each maps to a genuinely distinct evidence artifact (stress index, backtest, analogs, flows, health, article, several market desks). Nothing appears redundant enough to warrant removal, but it sits just above the comfortable 3-15 range.
The surface covers the funding/FX lifecycle well: current stress, historical analogs, backtest trust, flow proxies, data health, discovery and editorial. Minor gaps (e.g., no explicit alerting/threshold or user-preference operation) are workable around, and there is clear guidance to external sibling products for adjacent needs.