WaveGuard

v3.1.0Data Science & MLstable

Anomaly detection API powered by physics simulation. Scan any data for outliers.

com-emergentphysicslab-waveguardmcpai-integration
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What is WaveGuard?

WaveGuard is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to anomaly detection api powered by physics simulation. scan any data for outliers.

Anomaly detection API powered by physics simulation. Scan any data for outliers.

This server falls under the Data Science & ML category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Anomaly detection API powered by physics simulation. Scan an

Use Cases

Detect anomalies in data using physics-based simulation. Identify outliers and unusual patterns.
Community

Maintainer

LicenseMIT
Languagetypescript
Versionv3.1.0
UpdatedFeb 26, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx com-emergentphysicslab-waveguard

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about WaveGuard

What is WaveGuard?

WaveGuard is a Model Context Protocol (MCP) server that anomaly detection api powered by physics simulation. scan any data for outliers. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install WaveGuard?

Follow the installation instructions on the WaveGuard GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.

Which AI clients work with WaveGuard?

WaveGuard works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is WaveGuard free to use?

Yes, WaveGuard is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Data Science & ML MCP Servers

Explore all data science & ml servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "com-emergentphysicslab-waveguard": { "command": "npx", "args": ["-y", "com-emergentphysicslab-waveguard"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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