akshare-one-mcp
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TDQS
Scored across 9 tools
Each tool retrieves a distinct data category: news, balance sheet, cash flow, financial metrics, income statement, time, insider trades, historical prices, and realtime prices. The four financial-statement tools are related but clearly separated by resource, and get_financial_metrics is explicitly described as derived metrics rather than raw statement data.
All nine tools follow a consistent snake_case get_<resource> pattern. The resource names are readable and predictable, with no mixed conventions.
Nine tools is well within the appropriate range for a focused stock-data server. Each tool covers a separate data category, so none feels redundant or unnecessary.
The surface covers core price data, news, insider trades, and the three financial statements plus derived metrics. However, it lacks stock search/ticker lookup or basic company profile tools, which are notable gaps for an agent that needs to discover or identify securities.