Winston AI

Created 4 months ago

Model Context Protocol (MCP) Server for Winston AI - the most accurate AI Detector.

development documentation public AI detection plagiarism

What is Winston AI?

AI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. The [Winston AI](https://gowinston.ai) MCP server also offers a robust plagiarism checker to help maintain integrity.

Documentation

Features# AI Text Detection

Human vs AI Classification
Confidence Scoring
Sentence-level Analysis
Multi-language Support

AI Image Detection

Image Analysis
Metadata Verification
Watermark Detection

Plagiarism Detection

Internet-wide Scanning
Source Identification
Detailed Reports

Text Comparison

Similarity Analysis
Word-level Matching

Quick Start# Prerequisites

Node.js 18+
Winston AI API Key

Running with npx

env WINSTONAI_API_KEY=your-api-key npx -y winston-ai-mcp

Running the MCP Server locally

git clone https://github.com/gowinston-ai/winston-ai-mcp-server.git
cd winston-ai-mcp-server\n\n# Install dependencies
npm install\n\n# Start the server
npm run mcp-start

Docker Support

docker build -t winston-ai-mcp .\n\n# Run the container
docker run -e WINSTONAI_API_KEY=your_api_key winston-ai-mcp

API Reference# AI Text Detection

{ "text": "Your text to analyze (600+ characters recommended)" }

AI Image Detection

{ "url": "https://example.com/image.jpg" }

Plagiarism Detection

{ "text": "Text to check for plagiarism" }

Text Comparison

{ "first_text": "First text to compare", "second_text": "Second text to compare" }

Server Config

{
  "mcpServers": {
    "winston-ai-server": {
      "command": "npx",
      "args": [
        "winston-ai"
      ]
    }
  }
}

Links & Status

Repository: github.com

Hosted: Yes

Global: Yes

Official: Yes

Project Info

Hosted Featured

Created At: Jul 22, 2025

Updated At: Aug 07, 2025

Author: Winston AI Team

Category: official

License: MIT License

Tags:

development documentation public