Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"math-cloud": {
"url": "https://math-mcp.fastmcp.app/mcp",
"transport": "http"
}
}
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Available on the MCP Registry (io.github.clouatre-labs/math-mcp-learning-server) and PyPI.
No automated test available for this server. Check the GitHub README for setup instructions.
Five weighted categories — click any category to see the underlying evidence.
No known CVEs.
No package registry to scan.
Click any tool to inspect its schema.
workspacePersistent calculation workspace summary
math://workspace
historyChronological calculation history
math://history
functionsAvailable mathematical functions reference
math://functions
constantsMathematical constants (pi, e, golden_ratio, etc.)
math://constants/{constant}
catalog/toolsTool catalog with metadata and usage examples
math://catalog/tools
variablesActive variables in the current workspace
math://variables
testServer health check
math://test
math_tutorStructured tutoring prompts (configurable difficulty)
formula_explainerFormula explanation with step-by-step breakdowns
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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.

See CONTRIBUTING.md for instructions to record your own demo.
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"
}
}
}
{
"mcpServers": {
"math": {
"command": "uvx",
"args": ["math-mcp-learning-server[scientific,plotting]"]
}
}
}
For other installation options (basic, scientific-only, plotting-only), see CONTRIBUTING.md.
| 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 |
math://workspace - Persistent calculation workspace summarymath://history - Chronological calculation historymath://functions - Available mathematical functions referencemath://constants/{constant} - Mathematical constants (pi, e, golden_ratio, etc.)math://catalog/tools - Tool catalog with metadata and usage examples