clouatre-labs/math-mcp-learning-server

Overview

An educational MCP server that provides math operations, matrix algebra, data visualization, and a persistent workspace. It is built in Python and designed for learning and experimentation with mathematical concepts.

Best for

Best for
Developers and students learning math concepts through hands-on MCP server interaction

Use cases

• Exploring matrix algebra and linear algebra operations interactively
• Creating data visualizations for mathematical functions or datasets
• Building and testing math-related workflows in a persistent workspace

How to use

Tools exposed

• workspace_save
• workspace_load
• calc_expression
• calc_statistics
• calc_interest
• calc_units
• matrix_multiply
• matrix_transpose
• matrix_determinant
• matrix_inverse
• matrix_eigenvalues
• plot_function
• plot_histogram
• plot_line_chart
• plot_scatter
• plot_box_plot
• plot_financial_line

Tested with

Claude Desktop

Example client config

{\n  "mcpServers": {\n    "math": {\n      "command": "uvx",\n      "args": ["math-mcp-learning-server[scientific,plotting]"]\n    }\n  }\n}

Notes

An educational MCP server that provides math operations, matrix algebra, data visualization, and a persistent workspace. It is built in Python and designed for learning and experimentation with mathematical concepts.

4 stars on GitHub. Last updated 2026-05-25.

Use cases

• Exploring matrix algebra and linear algebra operations interactively
• Creating data visualizations for mathematical functions or datasets
• Building and testing math-related workflows in a persistent workspace

Pros

• Free and open source with a small, focused codebase
• Persistent workspace supports iterative learning and experimentation
• Covers a range of math topics from basic operations to matrix algebra

Cons

• Limited to educational use, not optimized for production workloads
• Small community and low star count may mean slower updates or support
• Requires Python environment setup and MCP client integration

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.