Math MCP Learning

Name: Math MCP Learning
Author: clouatre-labs

by clouatre-labsversion 0.12.5i★ –iComputer or cloud

Registry nameio.github.clouatre-labs/math-mcp-learning-server

Install

Overview

Description from the maker (original English)

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Computer or cloud
Transport: stdio, Streamable HTTP
Category: Games, sports, food & learning

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet
PyPIPython’s uv installed (for the uvx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://math-mcp.fastmcp.app/mcp

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "math-learning": {
      "command": "uvx",
      "args": [
        "math-mcp-learning-server"
      ]
    }
  }
}

Run this in your terminal

claude mcp add --transport http math-learning https://math-mcp.fastmcp.app/mcp

Or run it on your computer

claude mcp add math-learning -- uvx math-mcp-learning-server

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "math-learning": {
      "url": "https://math-mcp.fastmcp.app/mcp"
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "math-learning": {
      "command": "uvx",
      "args": [
        "math-mcp-learning-server"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "math-learning": {
      "type": "http",
      "url": "https://math-mcp.fastmcp.app/mcp"
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "math-learning": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "math-mcp-learning-server"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://math-mcp.fastmcp.app/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account clouatre-labs, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Games, sports, food & learningi

More stars than 0% of the other 1283 servers in this category
Published to the registry more recently than 27% of the other 1283 servers in this category
Basic checks equal to or better than 100% of the other 1283 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Math MCP Learning safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.12.5) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Anna's Archive and OpenAlex, Neural Cosmology, slopped.site

Alternatives

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slopped.site

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Read-only tools over slopped.site: AI-made art, lore, games, sites, the curriculum.

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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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

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
gitleaks Secret Scanning - Detects secrets in code and history
zizmor GitHub Actions Security - Workflow security scanning
commitlint Enforcement - Conventional commit validation in CI
OpenSSF Scorecard - Continuous open source security assessment

calc_expression safety

The calc_expression tool uses restricted eval() with a whitelist of allowed characters and functions, restricted global scope (only math module and abs), and no access to dangerous built-ins or imports. All tool inputs are validated with Pydantic models. File operations are restricted to the designated workspace directory. Complete type hints and validation are enforced for all operations.

Math MCP Learning

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Or run it on your computer

Or run it on your computer

Or run it on your computer

Or run it on your computer

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Games, sports, food & learningi

Common questions

Alternatives

Anna's Archive and OpenAlex

Neural Cosmology

slopped.site

README from the maker

math-mcp-learning-server

Demo

Quick Start

Cloud (No Installation)

Local Installation

Tools

Resources

Prompts

Development

Security

Documentation