High-performance MCP server for mathematical operations using Polars and scientific Python
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# Vibe Math MCP [](https://badge.fury.io/py/vibe-math-mcp) [](https://pypi.org/project/vibe-math-mcp/) [](https://opensource.org/licenses/MIT) [](https://smithery.ai/server/@apetta/vibe-math-mcp) [](https://github.com/apetta/vibe-math) [](https://github.com/apetta/vibe-math) A high-performance Model Context Protocol (MCP) server for math-ing whilst vibing with LLMs. Built with Polars, Pandas, NumPy, SciPy, and SymPy for optimal calculation speed and comprehensive mathematical capabilities from basic arithmetic to advanced calculus and linear algebra. ## Features **21 Mathematical Tools** across 6 domains + batch orchestration: - **Basic Calculations** (4 tools): Expression evaluation, percentages, rounding, unit conversion - **Array Operations** (4 tools): Element-wise operations, statistics, aggregations, transformations - **Statistics** (3 tools): Descriptive statistics, pivot tables, correlations - **Financial Mathematics** (3 tools): Time value of money, compound interest, perpetuity - **Linear Algebra** (3 tools): Matrix operations, system solving, decompositions - **Calculus** (3 tools): Derivatives, integrals, limits & series - **Batch Execution** (1 tool): Multi-tool orchestration for complex workflows ## Installation ### IDEs [](vscode:mcp/install?%7B%22name%22%3A%22Math%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22vibe-math-mcp%22%5D%7D) [![Install MCP Server](https://cursor.com/dee…
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