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Scored across 47 tools
Most tools have distinct purposes targeting specific data types (e.g., balance data vs. cash flow data) or market segments (A-shares vs. HK vs. US). However, some overlap exists between similar tools for different markets (e.g., get_balance_data and get_hk_balance_data are conceptually similar but for different exchanges), which could cause minor confusion if an agent doesn't carefully note the market prefix.
All tools follow a consistent snake_case naming pattern with a 'get_' prefix for data retrieval, followed by descriptive nouns (e.g., get_balance_data, get_historical_k_data). The naming is highly predictable, with market-specific tools clearly prefixed (e.g., get_hk_*, get_us_*), making the set easy to navigate.
With 47 tools, the count is excessive for a single server, creating cognitive overload. While the domain (stock reporting across multiple markets) is broad, many tools are near-duplicates across markets (e.g., separate tools for A-share, HK, and US balance data) rather than consolidated, making the surface feel bloated and difficult to manage efficiently.
The tool set provides comprehensive coverage for stock data retrieval across A-shares, HK, and US markets, including financial statements, market data, indices, and economic indicators. Minor gaps exist, such as lack of update/delete operations (expected for read-only data) and limited analytical tools beyond basic reports, but the surface supports most common stock analysis workflows effectively.