How to Use the NLP Cloud MCP in VS Code Copilot

Q: Can VS Code Copilot run translation tasks using NLP Cloud?

Yes, Copilot can trigger the translatetext tool to localize code comments, markdown files, or JSON translation keys. The translated output is written directly to your active file.

Share NLP Cloud tools across your entire dev team in VS Code Copilot to analyze text and transcribe audio.

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Connect NLP Cloud MCP to VS Code Copilot

Create your Vinkius account to connect NLP Cloud 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 NLP Cloud with VS Code Copilot

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Team-wide text classification in VS Code Copilot

Commit a configuration file to your repository so every developer on your team can access `classify_text` and `analyze_sentiment` within VS Code Copilot. This standardizes how your team tests NLP pipelines. Instead of sharing API keys or writing custom testing scripts, developers can ask VS Code Copilot to verify classification outputs. The MCP Server handles the requests securely using a shared team token.

Extract variables and transcribe media files

Use VS Code Copilot to run `extract_entities` on unstructured text files to identify variables, names, or addresses. Copilot can then use the extracted data to populate your database schemas or configuration files. For teams working with voice recordings, the `perform_asr` tool transcribes audio files directly into your VS Code workspace. This lets your team build and test speech-to-text features without leaving the editor.

Translate and summarize files using this MCP Server

Localize your application's locale files by running `translate_text` through VS Code Copilot Chat. You can also run `summarize_text` on long error logs or documentation to get a concise breakdown of system issues. The server executes the translation and summarization jobs instantly, feeding the output back into your active VS Code editor pane. This direct integration keeps your developers focused on their workspace.

Setup guide

Set up NLP Cloud 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 NLP Cloud 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 NLP Cloud tools listed. Try asking: "List my recent NLP Cloud transactions" and Copilot will invoke them automatically.

.vscode/mcp.json

{
  "mcpServers": {
    "nlp-cloud-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by NLP Cloud. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about NLP Cloud MCP in VS Code Copilot

Create a .vscode/mcp.json file in your project root and commit it to your repository. Once your team members open the project in VS Code, Copilot will automatically load the tools.

Yes, Copilot can trigger the `translate_text` tool to localize code comments, markdown files, or JSON translation keys. The translated output is written directly to your active file.

Yes, you can point VS Code Copilot to a local audio file and ask it to run `perform_asr`. The server transcribes the file and passes the text back to Copilot for analysis or documentation.

No, this is a managed MCP Server hosted on Vinkius. Your editor connects to the server via a single endpoint token, eliminating the need to install local packages.

Vinkius isolates this MCP Server in an ephemeral V8 sandbox. All text blocks and audio data sent to NLP Cloud are transmitted over TLS and are never cached, stored, or used for training.

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