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

How reliable is the fact-checking tool?

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

INSTANT PLUG AND PLAY

Winston AI MCP Server for WindsurfGive Windsurf instant access to 11 tools to Check Plagiarism File, Check Plagiarism Text, Check Plagiarism Url, and more

Name: Winston AI
Availability: InStock
Author: Vinkius

Built by Vinkius GDPR 11 Tools IDE

Windsurf brings agentic AI coding to a purpose-built IDE. Connect Winston AI through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.

Use with Your AI Agent

Ask AI about this App Connector for Windsurf

Open in ChatGPT Open in Claude Open in Perplexity

The Winston AI app connector for Windsurf is a standout in the Artificial Intelligence category — giving your AI agent 11 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install Winston AI and 3,400+ MCP Servers from a single visual interface.

Download Free Open SourceNo signup required

Classic Setup·json

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

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Winston AI MCP Server

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

Windsurf's Cascade agent chains multiple Winston AI tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 11 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.

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.

The Winston AI MCP Server exposes 11 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 11 Winston AI tools available for Windsurf

When Windsurf connects to Winston AI through Vinkius, your AI agent gets direct access to every tool listed below — spanning ai-detection, plagiarism-checker, content-integrity, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

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

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

Verify facts in a text

fact_checker_file

Verify facts in a document (via URL)

fact_checker_url

Verify facts on a webpage URL

text_compare

Compare two texts for similarity

Connect Winston AI to Windsurf via MCP

Follow these steps to wire Winston AI into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

Open MCP Settings

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

Add the server

Paste the JSON configuration above into mcp_config.json

Save and reload

Windsurf will detect the new server automatically

Start using Winston AI

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

Why Use Windsurf with the Winston AI MCP Server

Windsurf provides unique advantages when paired with Winston AI through the Model Context Protocol.

Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention

Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively

JSON-based configuration means zero code changes: paste a URL, reload, and all 11 tools are immediately available

Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts

Winston AI + Windsurf Use Cases

Practical scenarios where Windsurf combined with the Winston AI MCP Server delivers measurable value.

Automated code generation: ask Cascade to fetch data from Winston AI and generate models, types, or handlers based on real API responses

Live debugging: query Winston AI tools mid-session to inspect production data while debugging without leaving the editor

Documentation generation: pull schema information from Winston AI and have Cascade generate comprehensive API docs automatically

Rapid prototyping: combine Winston AI data with Cascade's code generation to scaffold entire features in minutes

Example Prompts for Winston AI in Windsurf

Ready-to-use prompts you can give your Windsurf agent to start working with Winston AI immediately.

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

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

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

Troubleshooting Winston AI MCP Server with Windsurf

Common issues when connecting Winston AI to Windsurf through the Vinkius, and how to resolve them.

Server not connecting

Check Settings → MCP for the server status. Try toggling it off and on.

Winston AI + Windsurf FAQ

Common questions about integrating Winston AI MCP Server with Windsurf.

How does Windsurf discover MCP tools?

Windsurf reads the mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.

Can Cascade chain multiple MCP tool calls?

Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.

Does Windsurf support multiple MCP servers?

Yes. Add as many servers as needed in mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.