• MATCHES
  • COMPARISON
  • VERIFICATION
  • HUMAN

How to check for plagiarism and text similarity with your AI

Connect Winston AI to your agent to catch copied content or subtle paraphrasing instantly.

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Short answer

How can I check for plagiarism and text similarity with my AI?

Your AI uses Winston AI to scan raw text, uploaded files, or specific URLs for matches against existing content. It can also compare two different writing samples to see how closely they mirror each other. You'll get a clear breakdown of originality and similarity scores.

The results you get.

Where your findings land.

The AI processes your request and organizes the findings into these categories.

MATCHES

Originality reports

The AI identifies exact matches and provides the source details. You get a clear view of what was copied and where it came from.

COMPARISON

Similarity analysis

When comparing two samples, the AI highlights overlapping ideas or phrasing. This helps you spot heavy paraphrasing.

VERIFICATION

URL and file scans

The agent checks specific web links or documents you provide. It returns a status on whether the content is unique.

HUMAN

Final review

The AI flags suspicious sections for you. You decide if the similarity requires manual intervention or a rewrite.

The workflow

What your AI does when you provide content.

The agent handles the heavy lifting of scanning and comparing data.

  1. Scan raw text

    The agent takes any text you paste directly into the chat and runs a check for existing matches.

    check_plagiarism_text

  2. Analyze files

    You can hand the agent a document, and it will scan the entire file for plagiarism.

    check_plagiarism_file

  3. Check web content

    The agent visits a specific web address to verify if the content there is original.

    check_plagiarism_url

  4. Compare samples

    The agent looks at two different pieces of writing to find similarities or paraphrasing.

    text_compare

Try it

Copy these to start.

Use these prompts to trigger the Winston AI tools.

Starting points

Replace the bracketed text with your actual content, file names, or links.

Winston AI Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_AHEE6L9jdtzvtQVz2jFDKMSFXIU4uMwB88JwhNGI/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Winston AI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "winston-ai-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_AHEE6L9jdtzvtQVz2jFDKMSFXIU4uMwB88JwhNGI/mcp"
    }
  }
}
Copy into chat04

  • Check this text for plagiarism: [paste text here]

  • Scan this file for any copied content: [filename.pdf]

  • Check the content at this URL for originality: [paste URL]

  • Compare these two text samples to see if one is paraphrased: [sample 1] and [sample 2]

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Winston AI once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your agent to scan content.

Connect Winston AI to your AI

FAQ

How this task behaves

  • 01

    Can the AI rewrite the text to fix plagiarism?

    No. The AI only identifies and reports on similarity. You have to perform the actual rewriting yourself.

  • 02

    Can the AI scan a whole website?

    No. It can check a specific URL using the provided tool, but it cannot crawl an entire domain.

  • 03

    Does the AI delete my files after scanning?

    No. The AI only reads the files you provide to perform the check. It does not have permission to delete or modify your data.

  • 04

    Can the AI tell me if a human wrote this?

    No. The tools are designed to find matches and similarity, not to provide definitive human-vs-AI detection.

  • 05

    How does the AI compare two different documents?

    It uses the text comparison tool to look for overlapping phrasing and structural similarities between the two samples.

  • More questions about Winston AI? The Connector page answers them. See everything the Winston AI Connector can do

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