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Scored across 10 tools
Most tools have distinct purposes: crypto vs equity flow, batch scanning, macro blocks, composite score, liquidations, cross-exchange, climate, and ignition detection. The main ambiguity is between get_composite_intelligence and get_market_intelligence, though the latter is clearly described as an aggregate of all endpoints.
The dominant pattern is get_<domain>_<concept>, which is predictable and readable. One deviation is scan_crypto_flow, which uses a verb other than get, but it still follows the same broad noun/flow convention.
Ten tools is well-suited to the server's purpose of providing comprehensive market intelligence. Each tool addresses a distinct data need without redundancy, and the count feels appropriately scoped for a trading analysis domain.
The toolset covers crypto and equity orderflow, macro context, liquidation zones, cross-exchange data, market climate, ignition events, and a composite aggregate. Minor gaps include no direct tool for historical data or sentiment text, but the core pre-trade intelligence workflow is well covered.