Bring Ai Detection
to VS Code Copilot
Learn how to connect Winston AI to VS Code Copilot 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 VS Code Copilot?
GitHub Copilot Agent mode brings Winston AI data directly into your VS Code workflow. With a project-scoped config, the entire team shares access to 11 tools. Copilot queries live data, generates typed code, and writes tests from actual API responses, all without leaving the editor.
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VS Code is used by over 70% of developers. adding MCP tools to Copilot means your team can leverage external data without leaving their primary editor
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Project-scoped MCP configs (
.vscode/mcp.json) let you commit server configurations to your repository, ensuring the entire team shares the same tool access - —
Copilot's Agent mode integrates MCP tools seamlessly with file editing, terminal commands, and workspace search in a single agentic loop
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GitHub's enterprise compliance and audit features extend to MCP tool usage, providing visibility into how AI interacts with external services
Winston AI in VS Code Copilot
Winston AI and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Winston AI to VS Code Copilot 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 VS Code Copilot
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 VS Code Copilot 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 VS Code Copilot
Every tool call from VS Code Copilot 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.
Which VS Code version supports MCP?
MCP support requires VS Code 1.99 or later with the GitHub Copilot extension. Ensure both are updated to the latest version. Older versions of Copilot may not expose the Agent mode toggle.
How do I switch to Agent mode?
Open the Copilot Chat panel and look for two mode options: "Ask" and "Agent". Click "Agent" to enable autonomous tool calling. In Ask mode, Copilot provides conversational answers but cannot invoke MCP tools.
Can I restrict which MCP tools Copilot can access?
Yes. VS Code shows a tool consent dialog before any MCP tool is invoked for the first time. You can also configure tool access policies at the organization level through GitHub Copilot settings.
Does MCP work in VS Code Remote or Codespaces?
Yes. MCP servers configured via .vscode/mcp.json work in Remote SSH, WSL, and GitHub Codespaces environments. The MCP connection is established from the remote host, so ensure the server URL is accessible from that environment.
MCP tools not available
Ensure you are in Agent mode in Copilot Chat. MCP tools only appear in Agent mode.