Mathematical Calculator MCP Server
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TDQS
Scored across 23 tools
Each tool targets a distinct mathematical operation (e.g., mean/median/mode, differentiate/integrate, matrix vs vector ops) and names make the difference clear. A few tools all consume symbolic expressions (calculate, expand, factorize, summation, plot_function), which could occasionally cause hesitation, but their outputs and semantics are still distinguishable.
All names use lowercase snake_case consistently, which is good. However the convention is not uniformly verb_noun: some are bare operation names (mode, median, calculate, expand) while others are category_operation (matrix_addition, vector_dot_product, correlation_coefficient), so the pattern varies although it stays readable.
23 tools is on the heavy side for a calculator. Each tool covers a genuinely distinct operation and earns its place, but the surface is large enough that some grouping (e.g., a generic matrix tool) or sub-domain organization would improve usability.
Coverage is broad across statistics, calculus, symbolic algebra, matrices, vectors, and plotting, with no obvious dead ends for common workflows. Minor gaps exist such as matrix inverse/scalar ops, definite integrals, limits, and systems of equations, but these are workaround-able.