clouatre-labs/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):
Local Installation
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 |
Resources
- math://workspace - Persistent calculation workspace summary
- math://history - Chronological calculation history
- math://functions - Available mathematical functions reference
- math://constants/{constant} - Mathematical constants (pi, e, golden_ratio, etc.)
- math://catalog/tools - Tool catalog with metadata and usage examples
- math://variables - Active variables in the current workspace
- math://test - Server health check
Prompts
- math_tutor - Structured tutoring prompts (configurable difficulty)
- formula_explainer - Formula explanation with step-by-step breakdowns
See Usage Examples for detailed examples.
Development
See CONTRIBUTING.md for development setup, testing, and contribution guidelines.
Security
- **OpenSSF Best Practices Silver** - Fewer than 1% of open source projects reach this level
- **REUSE/SPDX** - License compliance for all files
- **Signed Commits** - GPG-signed commits required
- **Dependency Scanning** - Automated updates via Renovate
- **pip-audit CVE Scanning** - Automated dependency vulnerability checks