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Scored across 11 tools
Most tools have clearly distinct purposes (e.g., prices_daily vs earnings_dates vs insiders). However, fundamentals and financial_statements both cover financial statement data and could be confused; cot/cot_markets and macro/macro_search are differentiated as lookup vs fetch, but the pairing might still cause slight hesitation.
All tool names use consistent snake_case, mostly noun or noun_phrase patterns (company_profile, earnings_dates, prices_daily, cot_markets, macro_search, etc.). No mixing of conventions or verb styles.
11 tools is well within the ideal 3-15 range. Each tool serves a distinct data retrieval need across equities, futures, macro, and SEC filings, with no redundant or filler tools.
The surface covers core financial data domains: company profiles, prices, earnings, short interest, insiders, fundamentals, financial statements, COT, and macro. A notable gap is the absence of a ticker/symbol search or list tool to discover valid symbols, which could hinder agents when using ticker-based tools.
