math-mcp-learning-server
Educational MCP server with 17 tools, persistent workspace, and cloud hosting. Built with FastMCP and the official Model Context Protocol Python SDK.
Available on the MCP Registry (io.github.clouatre-labs/math-mcp-learning-server) and PyPI.
Demo

See CONTRIBUTING.md for instructions to record your own demo.
Quick Start
Cloud (No Installation)
Connect your MCP client to the hosted server:
Claude Desktop (claude_desktop_config.json):
{
"mcpServers": {
"math-cloud": {
"transport": "http",
"url": "https://math-mcp.fastmcp.app/mcp"
}
}
}Local Installation
{
"mcpServers": {
"math": {
"command": "uvx",
"args": ["math-mcp-learning-server[scientific,plotting]"]
}
}
}For other installation options (basic, scientific-only, plotting-only), see CONTRIBUTING.md.
Tools
| Category | Tool | Description |
|---|---|---|
| Workspace | workspace_save |
Save calculations to persistent storage |
workspace_load |
Retrieve previously saved calculations | |
| Math | calc_expression |
Safely evaluate mathematical expressions |
calc_statistics |
Statistical analysis (mean, median, mode, std_dev, variance) | |
calc_interest |
Calculate compound interest for investments | |
calc_units |
Convert between units (length, weight, temperature) | |
| Matrix | matrix_multiply |
Multiply two matrices |
matrix_transpose |
Transpose a matrix | |
matrix_determinant |
Calculate matrix determinant | |
matrix_inverse |
Calculate matrix inverse | |
matrix_eigenvalues |
Calculate eigenvalues | |
| Visualization | plot_function |
Plot mathematical functions |
plot_histogram |
Create statistical histograms | |
plot_line_chart |
Create line charts | |
plot_scatter |
Create scatter plots | |
plot_box_plot |
Create box plots | |
plot_financial_line |
Create financial line charts |






