Winston AI

Winston AI MCP Connector for Claude

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Detect AI-generated content in essays, articles, and documents with high accuracy for educational institutions and publishers.

11 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Connect your Winston AI account to any AI agent and simplify how you verify the integrity and origin of digital content through natural conversation.

What you can do

  • AI Detection — Scan text, URLs, or document files to determine if they were generated by human or AI (LLM).
  • Plagiarism Checking — Verify content against the internet to identify original sources and similarity percentages.
  • Image Verification — Analyze images via URL to detect AI generation or deepfake manipulations.
  • Fact-Checking — Verify the accuracy of claims within text or webpages against trusted online sources.
  • Text Comparison — Perform detailed similarity analysis between two pieces of text to identify paraphrasing.

How it works

  1. Subscribe to this server
  2. Enter your Winston AI API Token (found in your developer dashboard)
  3. Start verifying your content from Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Educators & Academic Institutions — quickly scan student submissions for AI generation and plagiarism.
  • Publishers & Editors — ensure all incoming articles and content are original and human-written.
  • Fact-Checkers & Journalists — verify the accuracy of claims and the authenticity of digital images instantly.
ai-detectionplagiarism-checkercontent-integritytext-analysisacademic-integrityllm-verification

11 tools expose this connector's capabilities to your AI agent.

detect_ai_file

Detect AI content in a document file (via URL)

detect_ai_image

Detect if an image is AI-generated (via URL)

detect_ai_text

Higher score means more likely human. Detect AI content in a string of text

detect_ai_url

Detect AI content on a website URL

fact_checker_file

Verify facts in a document (via URL)

fact_checker

Verify facts in a text

fact_checker_url

Verify facts on a webpage URL

check_plagiarism_file

Check a document file (via URL) for plagiarism

check_plagiarism_text

Check text for plagiarism

check_plagiarism_url

Check a website URL for plagiarism

text_compare

Compare two texts for similarity

See how to talk to your AI agent using Winston AI.

Analyze this text to see if it was written by an AI: '[Paste text here...].'

I've analyzed the text. Winston AI returned a Human Score of 95%, meaning it is highly likely to have been written by a person. I also analyzed it sentence by sentence and found no significant AI patterns.

Check the article at 'https://techcrunch.com/2026/02/10/ai-new-models' for plagiarism.

Scanning the URL... Winston AI found a 12% similarity score. It identified matches in two other publications, which appear to be properly cited quotes. The rest of the content is original.

Is this image AI-generated? https://pbs.twimg.com/media/suspicious-photo.jpg

Detection complete! The image provided shows strong indicators of AI generation (Synthetic Score: 88%). Winston AI identified artifacts common in GAN-generated faces. It is likely a synthetic image.

Yes, Winston AI typically requires at least 300 characters for an accurate assessment of whether the text is human or AI-generated.

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