yfinance-mcp-ts
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TDQS
Scored across 20 tools
Tools are mostly distinct with clear separation between price, summary, key stats, and financials; descriptions cross-reference each other to guide selection. However, several fundamental tools (get_stock_summary, get_key_stats, get_financials) have overlapping valuation concepts that require careful reading to disambiguate.
All tool names follow a consistent snake_case verb_noun pattern (get_, list_, search_) with no mixed conventions. The verb is predictable by action type, making the naming scheme easy to scan and remember.
At 20 tools, the set is on the heavy side for a single data-retrieval server, and some tools could be consolidated (e.g., stock summary, key stats, and financials). However, each tool maps to a distinct yfinance endpoint, so the count is defensible but borderline.
The surface covers a broad range of market data: prices, fundamentals, options, screeners, earnings, IPOs, currencies, and market overview. Minor gaps remain (dividends, news, holder data), but core workflows are well supported.