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 Claude CodeGive Claude Code 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 CLI

Claude Code is Anthropic's agentic CLI for terminal-first development. Add Winston AI as an MCP server in one command and Claude Code will discover every tool at runtime. ideal for automation pipelines, CI/CD integration, and headless workflows via Vinkius.

Use with Your AI Agent

Ask AI about this App Connector for Claude Code

Open in ChatGPT Open in Claude Open in Perplexity

The Winston AI app connector for Claude Code 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·bash

# Your Vinkius token. get it at cloud.vinkius.com
claude mcp add winston-ai --transport http "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.

Claude Code registers Winston AI as an MCP server in a single terminal command. Once connected, Claude Code discovers all 11 tools at runtime and can call them headlessly. ideal for CI/CD pipelines, cron jobs, and automated workflows where Winston AI data drives decisions without human intervention.

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 Claude Code 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 Claude Code

When Claude Code 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 Claude Code via MCP

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

Install Claude Code

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

Add the MCP Server

Run the command above in your terminal

Verify the connection

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

Start using Winston AI

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

Why Use Claude Code with the Winston AI MCP Server

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

Single-command setup: `claude mcp add` registers the server instantly. no config files to edit or applications to restart

Terminal-native workflow means MCP tools integrate seamlessly into shell scripts, CI/CD pipelines, and automated DevOps tasks

Claude Code runs headlessly, enabling unattended batch processing using Winston AI tools in cron jobs or deployment scripts

Built by the same team that created the MCP protocol, ensuring first-class compatibility and the fastest adoption of new protocol features

Winston AI + Claude Code Use Cases

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

CI/CD integration: embed Winston AI tool calls in your deployment pipeline to validate configurations or fetch secrets before shipping

Headless batch processing: schedule Claude Code to query Winston AI nightly and generate reports without human intervention

Shell scripting: pipe Winston AI outputs into other CLI tools for data transformation, filtering, and aggregation

Infrastructure monitoring: run Claude Code in a cron job to query Winston AI status endpoints and alert on anomalies

Example Prompts for Winston AI in Claude Code

Ready-to-use prompts you can give your Claude Code 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 Claude Code

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

Command not found: claude

Ensure Claude Code is installed globally: npm install -g @anthropic-ai/claude-code

Connection timeout

Check your internet connection and verify the Edge URL is reachable

Winston AI + Claude Code FAQ

Common questions about integrating Winston AI MCP Server with Claude Code.

How do I add an MCP server to Claude Code?

Run claude mcp add --transport http "" in your terminal. Claude Code registers the server and discovers all tools immediately.

Can Claude Code run MCP tools in headless mode?

Yes. Claude Code supports non-interactive execution, making it ideal for scripts, cron jobs, and CI/CD pipelines that need MCP tool access.

How do I list all connected MCP servers?

Run claude mcp in your terminal to see all registered servers and their status, or type /mcp inside an active Claude Code session.