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 connecting this server to Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-08-25 · ★ 5 · #205 OF 848 MAINTAINED OTHER · VERIFIED 2026-08-25

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 2026-08-25

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

v0.12.3 · 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…

v0.12.1 · 2026-04-02

Tool Name Alignment, Eval Fix, and Code Quality · Uniformizes all MCP tool names via decorator overrides, aligns Python function names to match, fixes a regex boundary bug in the restricted eval, reduces cyclomatic…

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, 15 combined GitHub stars, oldest repo from Sep 2025. Full record: all servers from clouatre-labs.

  1. Aptu Coder MCP server for code structure analysis using tree-sitter. ★ 5

05 · Facts

category
other - ranked #205 of 848 actively-maintained other servers as of 2026-08-25.
release cadence
2 releases in the last 90 days (latest 2026-08-02)
registry
io.github.clouatre-labs/math-mcp-learning-server (active, first published 2025-12-10 · 11 versions)
packages
pypi:math-mcp-learning-server

06 · Math MCP Learning FAQ

Is Math MCP Learning still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-25 and it shipped 2 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 2026-08-25; you can connect without credentials.

07 · Alternatives to Math MCP Learning

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