How to Use the DeepOpinion (No-code NLP & Text AI API) MCP in VS Code Copilot

Q: How do we share DeepOpinion (No-code NLP & Text AI API) across our team in VS Code Copilot?

Create a .vscode/mcp.json file in your repository root and commit it. Any team member using VS Code Copilot with Agent mode enabled will automatically get access to the MCP Server tools.

Q: Can we test custom text classifiers using DeepOpinion (No-code NLP & Text AI API) in VS Code Copilot?

Yes, your developers can use the predict tool to send sample texts to your custom classifiers. This lets them verify the model behavior directly from the chat interface.

Q: How do we list our available classifiers in the editor?

Ask Copilot to list your models. It will run the listmodels tool and output a clean list of your active DeepOpinion classifiers.

Share custom NLP classification tools across your entire engineering team inside VS Code Copilot.

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Connect DeepOpinion (No-code NLP & Text AI API) MCP to VS Code Copilot

Create your Vinkius account to connect DeepOpinion (No-code NLP & Text AI API) to VS Code Copilot and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup DeepOpinion (No-code NLP & Text AI API) with VS Code Copilot

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Share NLP model access across VS Code Copilot teams

Query all active classifiers across your workspace using the `list_models` tool. This standardizes how your team interacts with machine learning models. Everyone works with the same active classifiers, preventing mismatch bugs during development.

Verify text classification logic inside VS Code Copilot

Execute single predictions against your custom models using the `predict` tool. This MCP Server lets Copilot execute single predictions against your custom models directly from the chat panel. You can quickly verify that your application parses the classification outputs correctly.

Process batch files with this team-wide MCP Server

Process bulk datasets inside your editor using the `predict_batch` tool. This makes it easy to write integration tests for batch processing features. The server handles the communication, allowing your team to focus on writing clean code.

Setup guide

Set up DeepOpinion (No-code NLP & Text AI API) MCP in VS Code Copilot

Prerequisites

VS Code 1.99 or later with GitHub Copilot extension
Active Vinkius subscription with a valid endpoint token

1

Open MCP configuration

Open the Command Palette (Cmd+Shift+P / Ctrl+Shift+P) and run "MCP: Add Server". Select HTTP (Streamable) as the server type. VS Code will create .vscode/mcp.json in your workspace.
2

Add the DeepOpinion (No-code NLP & Text AI API) MCP

Paste the JSON snippet shown on the right into your .vscode/mcp.json. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Switch to Agent mode

Open Copilot Chat (Cmd+Shift+I / Ctrl+Shift+I) and switch to Agent mode using the dropdown. MCP tools are only available in Agent mode — they do not appear in Edit or Ask modes.
4

Verify the connection

In the Copilot Chat input, type # to list available tools. You should see the DeepOpinion (No-code NLP & Text AI API) tools listed. Try asking: "List my recent DeepOpinion (No-code NLP & Text AI API) transactions" and Copilot will invoke them automatically.

.vscode/mcp.json

{
  "mcpServers": {
    "deepopinion-no-code-nlp-text-ai-api-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

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Common questions about DeepOpinion (No-code NLP & Text AI API) MCP in VS Code Copilot

Create a `.vscode/mcp.json` file in your repository root and commit it. Any team member using VS Code Copilot with Agent mode enabled will automatically get access to the MCP Server tools.

Yes, your developers can use the `predict` tool to send sample texts to your custom classifiers. This lets them verify the model behavior directly from the chat interface.

No local installation of the server code is required. Vinkius hosts the MCP Server, so your team only needs to point their VS Code configuration to our managed endpoint.

Ask Copilot to list your models. It will run the `list_models` tool and output a clean list of your active DeepOpinion classifiers.

Your text data and NLP predictions are transmitted using industry-standard TLS encryption directly to the DeepOpinion API. Vinkius manages the server within an ephemeral V8 sandbox, ensuring no data is stored or exposed to external parties.

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