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Scored across 18 tools
Most tools have clearly distinct mathematical purposes, such as 'derivative' for derivatives, 'integral' for integrals, and 'black_scholes' for option pricing. However, there is some overlap between 'area' and 'riemann_sum' (both approximate areas under curves) and 'darboux_sum' (another area approximation method), which could cause confusion in tool selection.
The naming is mixed with some consistency in using descriptive terms like 'compound_interest' and 'fourier_transform', but it lacks a uniform pattern. For example, 'black_scholes' uses underscores while 'npv' is an acronym, and there's no consistent verb_noun structure, making it readable but not predictable.
With 18 tools, the count is borderline high for a calculator server, as it covers a broad range from basic math to advanced transforms and financial calculations. This might feel heavy and could overwhelm agents, though each tool seems purposeful within the mathematical domain.
The tool set provides comprehensive coverage of mathematical operations, including calculus (derivatives, integrals, limits), transforms (Fourier, Laplace, Z), financial calculations (NPV, present value, Black-Scholes), and basic functions (exponential, logarithm). There are no obvious gaps for a mathematical calculation server, supporting a wide range of agent workflows.