# Winston AI

> Use this tool when you need to detect AI-generated content, check for plagiarism, or analyze images to ensure academic integrity and content authenticity. It solves problems related to content verification, quality assurance, and plagiarism detection by providing sentence-level scoring, metadata analysis, and detailed source identification. The tool takes in text and images as inputs and outputs detailed detection results, making it ideal for use cases such as academic research, content moderation, and automated quality control.

Canonical page: https://skillsregistry.net/skills/winston-ai  
JSON: https://api.skillsregistry.net/v1/skills/winston-ai

## Description

An MCP server that integrates with Winston AI's detection APIs to provide AI content detection, plagiarism checking, image analysis, and text comparison capabilities. Built by Winston AI, it exposes four tools that leverage their detection algorithms: analyzing text for AI-generated content with sentence-level scoring, detecting AI-generated images through metadata and machine learning analysis, scanning text against billions of web pages for plagiarism with detailed source identification, and comparing two texts for similarity with matching content breakdown. The implementation handles API authentication, response formatting, and error handling while providing detailed explanations of detection results, making it valuable for academic integrity checking, content verification workflows, and automated quality assurance processes.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** media
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/winston-ai)
- **Repository:** <https://github.com/gowinston-ai/winston-ai-mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "winston-ai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/winston-ai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/winston-ai/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt