Winston AI Connector for AI agents.

Q: Can I use Winston AI to compare two different articles?

Yes. You can use the text comparison tool to see how similar two pieces of text are to identify paraphrasing or copying.

Q: Can I check if an image from a URL was created by AI?

Absolutely. Use the detectaiimage tool and provide the public image URL. The AI will analyze it for signs of generation or manipulation.

11 live capabilities

Verify content integrity and detect generated text or deepfakes.

Live agent request Winston AI / Connector

Waiting for input…

AI Agent

Why people use Winston AI

Winston AI for Academic Integrity and Plagiarism Detection

This Connector lets your AI client do that work in one go. Just give it a URL or a file, and it returns the plagiarism score, the fact-check results, and the AI probability. You get a verified summary instead of a pile of open tabs.

What Vinkius changes

You get automated content verification without leaving your chat window.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 5,900+ Connectors

Real-world use case 01

Student Submission Audit

An educator wants to check if a student's essay was written by a bot.
Real-world use case 02

News Article Verification

A journalist receives a link and wants to know if it's original.
Real-world use case 03

Deepfake Detection

A social media manager sees a suspicious photo and wants to know if it's a deepfake.

Complete set · 11capabilities

The complete Winston AI capability set.

These are the exact actions your AI can choose when you ask it to work with Winston AI.

Capability set01 / 03

01—04

4 capabilities in this set.

Part of 11 available through Winston AI.

01 Capability
Detect ai url
Scans a website to see if the content was produced by an AI. This gives you a clear picture of the origin of the web content.
02 Capability
Fact checker file
Checks a document via a URL to see if the information inside is accurate. It helps you spot misinformation in uploaded files quickly.
03 Capability
Fact checker
Verifies the accuracy of claims within a string of text. It helps you confirm facts without manual searching.
04 Capability
Text compare
Compares two pieces of text to see how similar they are. It helps you identify paraphrasing or heavy copying.

Capability set02 / 03

05—08

4 capabilities in this set.

Part of 11 available through Winston AI.

05 Capability
Fact checker url
Scans a webpage to check if the claims made are accurate. It provides a quick way to verify online information.
06 Capability
Check plagiarism file
Scans a document file via a URL to find matching content online. It identifies original sources and similarity levels.
07 Capability
Check plagiarism text
Checks a block of text for similarities to existing online content. It helps you ensure that writing is original.
08 Capability
Check plagiarism url
Scans a website URL to identify plagiarized content. It provides a similarity percentage for the page content.

Capability set03 / 03

09—11

3 capabilities in this set.

Part of 11 available through Winston AI.

09 Capability
Detect ai file
Analyzes a document file via a URL to see if it was generated by an AI. It helps you verify the origin of submitted files.
10 Capability
Detect ai image
Checks an image via a URL to see if it's a deepfake or AI-generated. It helps you spot synthetic media quickly.
11 Capability
Detect ai text
Analyzes a string of text to determine the likelihood that a human wrote it. It gives you a score for human-written content.

Set up in minutes

One URL. Then ask Winston AI to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Winston AI from the conversation.

Choose your client

Live preview

Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP

https://edge.vinkius.com/vk_preview_AHEE6L9jdtzvtQVz2jFDKMSFXIU4uMwB88JwhNGI/mcp

Step 01

Open Connectors

In Claude Web or Claude Desktop, open Settings and choose Connectors.
Step 02

Add the URL

Choose Add custom connector, name it Winston AI, and paste the URL above.
Step 03

Turn it on in chat

Select +, open Connectors, and enable Winston AI for the conversation.

ChatGPT · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP

https://edge.vinkius.com/vk_preview_AHEE6L9jdtzvtQVz2jFDKMSFXIU4uMwB88JwhNGI/mcp

Step 01

Open MCP settings

On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
Step 02

Add the URL

Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Winston AI URL.
Step 03

Save and start

Save the connection and enable Winston AI in your conversation. Desktop may ask you to restart once.

Cursor · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "winston-ai": {
      "url": "https://edge.vinkius.com/vk_preview_AHEE6L9jdtzvtQVz2jFDKMSFXIU4uMwB88JwhNGI/mcp"
    }
  }
}

Step 01

Open MCP Settings

Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
Step 02

Add the server config

Paste the JSON configuration above into the mcp.json file that opens
Step 03

Save the file

Cursor will automatically detect the new Connector
Step 04

Start using Winston AI

Open Agent mode in chat and ask: "Using Winston AI, help me...". 11 tools available

VS Code Copilot · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "winston-ai": {
      "url": "https://edge.vinkius.com/vk_preview_AHEE6L9jdtzvtQVz2jFDKMSFXIU4uMwB88JwhNGI/mcp"
    }
  }
}

Step 01

Create MCP config

Create a .vscode/mcp.json file in your project root
Step 02

Add the server config

Paste the JSON configuration above
Step 03

Enable Agent mode

Open GitHub Copilot Chat and switch to Agent mode using the dropdown
Step 04

Start using Winston AI

Ask Copilot: "Using Winston AI, help me...". 11 tools available

Windsurf · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "winston-ai": {
      "url": "https://edge.vinkius.com/vk_preview_AHEE6L9jdtzvtQVz2jFDKMSFXIU4uMwB88JwhNGI/mcp"
    }
  }
}

Step 01

Open MCP Settings

Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Step 02

Add the server

Paste the JSON configuration above into mcp_config.json
Step 03

Save and reload

Windsurf will detect the new server automatically
Step 04

Start using Winston AI

Open Cascade and ask: "Using Winston AI, help me...". 11 tools available

Cline · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "winston-ai": {
      "url": "https://edge.vinkius.com/vk_preview_AHEE6L9jdtzvtQVz2jFDKMSFXIU4uMwB88JwhNGI/mcp"
    }
  }
}

Step 01

Open Cline MCP Settings

Click the Connectors icon in the Cline sidebar panel
Step 02

Add remote server

Click "Add Connector" and paste the configuration above
Step 03

Enable the server

Toggle the server switch to ON
Step 04

Start using Winston AI

Ask Cline: "Using Winston AI, help me...". 11 tools available

Claude Code · Terminal command

Official guide ↗

Advanced setup

claude mcp add winston-ai --transport http "https://edge.vinkius.com/vk_preview_AHEE6L9jdtzvtQVz2jFDKMSFXIU4uMwB88JwhNGI/mcp"

Step 01

Install Claude Code

Run npm install -g @anthropic-ai/claude-code if not already installed
Step 02

Add the Connector

Run the command above in your terminal
Step 03

Verify the connection

Run claude mcp to list connected servers, or type /mcp inside a session
Step 04

Start using Winston AI

Ask Claude: "Using Winston AI, show me...". 11 tools are ready

Where the request belongs

Work Winston AI can move forward.

Built around the request

Who wakes up needing to catch cheaters or spot fake news? Educators, publishers, and journalists deal with a flood of content and need to know what's real. This Connector helps them verify submissions and facts without the manual headache.

Academic Integrity Officer

Scans student essays for AI use and plagiarism to ensure academic honesty.

Content Editor

Verifies that news articles and blog posts are original and factually accurate before publication.

Investigative Journalist

Fact-checks claims and checks images for deepfake artifacts during research.

Build the capability set

Each Connector adds new actions and data without changing how you work.

Browse Connectors

01 4 capabilities

GPTZero

Detect AI-generated text with confidence scores and highlight exactly which passages were likely written by a language model.

View Connector

02 10 capabilities

Hive AI

Automate content moderation via Hive AI. moderate text, images, video, and detect AI-generated content directly from any AI agent.

View Connector

03 10 capabilities

Tuputech Moderation

Bring Tuputech's Advanced Anti-Spam and AI Evaluation endpoints to your server. Scan text, images, and audio automatically via AI.

View Connector

04 12 capabilities

Ziflow

Enterprise online proofing and content review platform to manage creative workflows with AI.

View Connector

05 1 capability

Editorial Prover

Every AI agent writes the same way. uniform sentences, identical rhythm, filler words. Editorial Prover breaks the pattern with a structured self-audit: name the reader, justify the hook, map the rhythm, find the weakest sentence, and prove the paragraph structure varies.

View Connector

06 1 capability

FAQ Clarity Analyzer

Audit FAQ content for naturalness, complexity, and readability consistency.

View Connector

Bring your own AI

Change the model, client or framework. Keep Winston AI connected.

Claude
ChatGPT
Gemini
Cursor
VS Code
Windsurf
ZCode
Cline
Zed
Continue
Kiro
Roo Code
Zencoder
Goose
Void
Augment Code
Amp
Qodo
Tabnine
Pieces
Sourcegraph Cody
JetBrains
Warp
Amazon Q
Antigravity
BoltAI
Raycast
Jan
LM Studio
AnythingLLM
Open WebUI
Msty
Cherry Studio
LibreChat
TypingMind
Chorus
5ire
n8n
LangChain
LlamaIndex
CrewAI
Vercel AI SDK

Before you connect

Questions about Winston AI.

The practical details behind the request, access and result.

Can Winston AI check if my students used AI?

Yes. It provides a human-written score for any text submission, helping you determine if a student likely used a bot or wrote the content themselves.

How does Winston AI find plagiarism?

It scans your text or a website URL against existing content online to identify matches and provide a similarity percentage.

Can I use Winston AI to check images for deepfakes?

Yes. You can provide an image URL, and the Connector will analyze it for synthetic artifacts and AI generation indicators.

Does Winston AI check facts in a document?

It can verify the accuracy of claims within a document via its fact-checker capabilities, checking against trusted online sources.

Can I use Winston AI to compare two different articles?

Yes. You can use the text comparison capability to see how similar two pieces of text are to identify paraphrasing or copying.

How does Winston AI give a human score?

It analyzes the linguistic patterns in a string of text to determine the likelihood of human authorship, returning a specific score.

Is there a minimum text length for AI detection?

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

Can I check if an image from a URL was created by AI?

Absolutely. Use the detect_ai_image capability and provide the public image URL. The AI will analyze it for signs of generation or manipulation.

How reliable is the fact-checking capability?

The capability cross-references claims against trusted online databases and sources to provide a verification score and identifying supporting evidence.

One connection away

Give your agent a direct line to Winston AI.

Connect Winston AI once. Keep it beside 5,900+ managed Connectors when the next task needs more.

Explore every Connector No credit card required · Free tier available

Winston AI for Academic Integrity and Plagiarism Detection

You get automated content verification without leaving your chat window.

Student Submission Audit

News Article Verification

Deepfake Detection

Detect ai url

Fact checker file

Fact checker

Text compare

Fact checker url

Check plagiarism file

Check plagiarism text

Check plagiarism url

Detect ai file

Detect ai image

Detect ai text

Open Connectors

Add the URL

Turn it on in chat

Open MCP settings

Add the URL

Save and start

Open MCP Settings

Add the server config

Save the file

Start using Winston AI

Create MCP config

Add the server config

Enable Agent mode

Start using Winston AI

Open MCP Settings

Add the server

Save and reload

Start using Winston AI

Open Cline MCP Settings

Add remote server

Enable the server

Start using Winston AI

Install Claude Code

Add the Connector

Verify the connection

Start using Winston AI

Academic Integrity Officer

Content Editor

Investigative Journalist

GPTZero

Hive AI

Tuputech Moderation

Ziflow

Editorial Prover

FAQ Clarity Analyzer

Give your agent a direct line to Winston AI.