Math MCP Learning
Educational MCP server with 17 tools, persistent workspace, and cloud hosting. Built with FastMCP and the official Model Context Protocol Python SDK.
People who work with plot, matrix and calc and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.
VERIFIED ACTIVE
LAST COMMIT 2026-09-18 · ★ 5 · #254 OF 945 MAINTAINED OTHER · VERIFIED 2026-09-18
NOASSERTION · Python servers · how we verify → /methodology
01 · Install Math MCP Learning
Claude Code
claude mcp add clouatre-labs-math-mcp-learning-server --transport http https://math-mcp.fastmcp.app/mcp Claude Desktop / Cursor / VS Code - add to config
{
"mcpServers": {
"clouatre-labs-math-mcp-learning-server": {
"url": "https://math-mcp.fastmcp.app/mcp"
}
}
} Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.
Using another client? Same JSON, different key
Claude Desktop · mcpServers
Cursor · mcpServers
VS Code · servers
Windsurf · mcpServers
Zed · context_servers
Cline · mcpServers
Roo Code · mcpServers
Continue · mcpServers
LibreChat · mcpServers
Gemini CLI · mcpServers
Codex CLI · mcp_servers
Full setup guides: every client.
02 · Evidence
https://math-mcp.fastmcp.app/mcp
transport: streamable-http
endpoint alive - responded to MCP initialize · probed 2026-09-17
Security posture
What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.
runs as local process (stdio) - runs on your machine with your user's permissions · remote - your agent's requests go to math-mcp.fastmcp.app
endpoint auth accepted our unauthenticated MCP initialize - no credentials needed to connect
license no standard license detected - usage rights unclear; check the repo before commercial use
pypi package math-mcp-learning-server - check the name against the project README before installing (PyPI has no namespace ownership)
registry namespace io.github.clouatre-labs is GitHub-verified and matches the repo owner
03 · What Math MCP Learning can do
Prose above is summarized from the project's README and registry record - no invented capabilities.
What you can build
With this server connected, an agent can save calculations to persistent storage, retrieve previously saved calculations, calculate compound interest for investments, and convert between units (length, weight, temperature).
Capability map
Tools grouped from the project's README - what Math MCP Learning lets an agent do.
Plot
6 tools - e.g. Plot mathematical functions; Create statistical histograms; Create line charts
plot_function · plot_histogram · plot_line_chart · plot_scatter · plot_box_plot · plot_financial_line
Matrix
5 tools - e.g. Multiply two matrices; Transpose a matrix; Calculate matrix determinant
matrix_multiply · matrix_transpose · matrix_determinant · matrix_inverse · matrix_eigenvalues
Calc
4 tools - e.g. Safely evaluate mathematical expressions; Statistical analysis (mean, median, mode, std_dev, variance); Calculate compound interest for investments
calc_expression · calc_statistics · calc_interest · calc_units
Workspace
2 tools - e.g. Save calculations to persistent storage; Retrieve previously saved calculations
workspace_save · workspace_load
Latest releases
v0.12.5 · 2026-09-01
Aptu Security Bot, A2A Protocol Fix, and Release Pipeline Hardening · Integrates the aptu GitHub App for automated security scanning and PR review filtering, corrects the A2A agent-card protocolVersion field, migrates…
v0.12.3 · 2026-08-02
AST Eval Defense, MCP Spec Alignment, and CI Hardening · Adds an AST-based expression validator as a defense-in-depth layer over the restricted eval(), aligns tool notifications with the MCP 2026-07-28 spec, hardens…
v0.12.2 · 2026-07-27
CI Hardening, FastMCP Pin, and Dependency Updates · Hardens the release pipeline for multi-arch runners, pins fastmcp<4.0.0 against the upcoming v4 rewrite, adds AI configuration for the aptu triage bot, and processes…
04 · Who maintains Math MCP Learning
Math MCP Learning is maintained by clouatre-labs. We track 3 MCP servers from clouatre-labs - 3 actively maintained, 17 combined GitHub stars, oldest repo from Sep 2025. Full record: all servers from clouatre-labs.
05 · Facts
- category
- other - ranked #254 of 945 actively-maintained other servers as of 2026-09-18.
- release cadence
- 3 releases in the last 90 days (latest 2026-09-01)
- registry
- io.github.clouatre-labs/math-mcp-learning-server (active, first published 2025-12-10 · 12 versions)
- packages
- pypi:math-mcp-learning-server
06 · Math MCP Learning FAQ
Is Math MCP Learning still maintained?
Yes - as of 2026-09-18, its last commit was 2026-09-18 and it shipped 3 releases in the last 90 days. We re-verify nightly.
What can Math MCP Learning do?
With this server connected, an agent can save calculations to persistent storage, retrieve previously saved calculations, calculate compound interest for investments, and convert between units (length, weight, temperature).
How do I install Math MCP Learning?
Run `uvx math-mcp-learning-server`. You can also paste the ready-made client config above.
Does Math MCP Learning require authentication?
No - the endpoint accepted our unauthenticated MCP initialize when probed on 2026-09-17; you can connect without credentials.
07 · Alternatives to Math MCP Learning
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