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Winston AI MCP Server for VS Code CopilotGive VS Code Copilot instant access to 11 tools to Check Plagiarism File, Check Plagiarism Text, Check Plagiarism Url, and more

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GitHub Copilot in VS Code is the most widely adopted AI coding assistant, embedded directly into the world's most popular code editor. With MCP support in Agent mode, Copilot can access external data and APIs to generate context-aware code grounded in real-time information.

Use with Your AI Agent

Ask AI about this App Connector for VS Code Copilot

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

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Classic Setup·json
{
  "mcpServers": {
    "winston-ai": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}
Winston AI
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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.

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.

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 VS Code Copilot 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 VS Code Copilot

When VS Code Copilot 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 VS Code Copilot via MCP

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

01

Create MCP config

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

Add the server config

Paste the JSON configuration above
03

Enable Agent mode

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

Start using Winston AI

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

Why Use VS Code Copilot with the Winston AI MCP Server

GitHub Copilot for Visual Studio Code provides unique advantages when paired with Winston AI through the Model Context Protocol.

01

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

02

Project-scoped MCP configs (`.vscode/mcp.json`) let you commit server configurations to your repository, ensuring the entire team shares the same tool access

03

Copilot's Agent mode integrates MCP tools seamlessly with file editing, terminal commands, and workspace search in a single agentic loop

04

GitHub's enterprise compliance and audit features extend to MCP tool usage, providing visibility into how AI interacts with external services

Winston AI + VS Code Copilot Use Cases

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

01

Live API integration: Copilot can query an MCP server, inspect the response schema, and generate typed API client code in the same step

02

DevSecOps workflows: security teams can give developers access to domain intelligence tools directly in their editor for real-time vulnerability assessment during code review

03

Data pipeline development: Copilot fetches sample data via MCP and generates transformation scripts, validators, and test fixtures from actual API responses

04

Documentation generation: Copilot queries available tools and auto-generates README sections, API reference docs, and usage examples

Example Prompts for Winston AI in VS Code Copilot

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

01

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

02

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

03

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

Troubleshooting Winston AI MCP Server with VS Code Copilot

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

01

MCP tools not available

Ensure you are in Agent mode in Copilot Chat. MCP tools only appear in Agent mode.

Winston AI + VS Code Copilot FAQ

Common questions about integrating Winston AI MCP Server with VS Code Copilot.

01

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.
02

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.
03

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.
04

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.