Bring Ai Detection
to Claude Code
Learn how to connect Winston AI to Claude Code and start using 11 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the 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.
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.
Built-in capabilities (11)
Check a document file (via URL) for plagiarism
Check text for plagiarism
Check a website URL for plagiarism
Detect AI content in a document file (via URL)
Detect if an image is AI-generated (via URL)
Higher score means more likely human. Detect AI content in a string of text
Detect AI content on a website URL
Verify facts in a text
Verify facts in a document (via URL)
Verify facts on a webpage URL
Compare two texts for similarity
Why Claude Code?
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.
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Single-command setup:
claude mcp addregisters 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
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Claude Code runs headlessly, enabling unattended batch processing using Winston AI tools in cron jobs or deployment scripts
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Built by the same team that created the MCP protocol, ensuring first-class compatibility and the fastest adoption of new protocol features
Winston AI in Claude Code
Winston AI and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Winston AI to Claude Code through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Winston AI in Claude Code
The Winston AI 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. All 11 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Claude Code only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
Winston AI for Claude Code
Every tool call from Claude Code to the Winston AI MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
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.
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.
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