open-fin-mcp
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TDQS
Scored across 15 tools
Most tools target clearly distinct data areas (income statement, balance sheet, cash flow, segments, guidance, events). Minor overlap exists between get_capital_structure and get_balance_sheet, and between get_financial_metrics and get_capital_structure, but descriptions are specific enough to avoid serious confusion.
The set largely follows a clear get_* / calculate_* / project_* / validate_* snake_case pattern, making tool purposes predictable. The one noticeable deviation is 'dcf_sensitivity', which would fit better as 'calculate_dcf_sensitivity' to match the other calculate_* tools.
At 15 tools, the server sits right at the upper edge of the ideal range, and each tool covers a meaningful part of the financial analysis and valuation workflow. No tool feels redundant or trivial.
The server covers the core financial-statement data, key metrics, management insights, and the full DCF modeling chain from projection through sensitivity. Minor gaps exist, such as no direct analyst-estimate tool or historical price series, but agents can still complete typical valuation workflows.