How to Use the NLP Cloud MCP in Cline

Q: How does Cline handle audio transcription with NLP Cloud?

The performasr tool lets Cline take an audio file from your workspace and get a text transcript. Cline can then use that text to write documentation, generate tests, or summarize the content.

Q: Is my text data safe when using Cline and this server?

Yes. When Cline uses a tool like summarizetext, your text is passed through Vinkius to the NLP Cloud API. The data is only used for the transaction and is not logged or stored on Vinkius servers. Your API key stays secure.

Let Cline use NLP Cloud to build, test, and commit code that understands text and audio. From prompt to pull request.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect NLP Cloud MCP to Cline

Create your Vinkius account to connect NLP Cloud to Cline and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup NLP Cloud with Cline

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Build Data-Aware Components

Tell Cline to build a UI component based on customer feedback. It can use `analyze_sentiment` to determine the tone and `extract_entities` to pull out key topics from a text file. Then, Cline uses that structured data to write the actual component code, create the file, and even write a basic test for it. You're not just getting analysis; you're getting a working file you can commit.

Process Text with your Cline MCP Server

This MCP Server gives Cline a whole new set of skills. You can ask it to "Summarize all the .md files in the /docs folder and save them as new files." Cline will read each file, call `summarize_text`, and write the output. It handles the entire workflow. Cline finds the files, calls the NLP Cloud API for each one, and creates the new summary files right in your workspace. You just give the instruction and review the result.

Transcribe and Test in One Command

Drop a recorded product demo into your project. Tell Cline, "Transcribe this audio and create a test case that checks for the keyword 'beta'." It's a complete, automated task. Cline calls `perform_asr` to get the transcript, then uses its own coding abilities to generate a test file that asserts the keyword is present. Once it's done, it can even stage the new test file for commit.

Setup guide

Set up NLP Cloud MCP in Cline

Prerequisites

VS Code with Cline extension installed
Active Vinkius subscription with a valid endpoint token

1

Open Cline MCP settings

Click the Cline icon in the VS Code sidebar to open the Cline panel. Then click the MCP Servers icon (server stack) at the top-right corner of the panel.
2

Add a remote server

Click "Remote Servers" at the top, then click "Add Remote MCP". In the Name field, type nlp-cloud-mcp. In the URL field, paste your Vinkius endpoint: https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp. Get your token from cloud.vinkius.com.
3

Enable the server

After saving, the server appears in the Cline MCP panel. Toggle the switch to enable it. The status indicator turns green when the connection is live.
4

Start using tools

Return to the Cline chat and ask: "Check my latest NLP Cloud refund status." Cline will discover the available tools and request your approval before invoking each one — giving you full control over every action.

Cline MCP Settings

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

Get your connection token →

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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect NLP Cloud now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about NLP Cloud MCP in Cline

After you connect the NLP Cloud server, Cline can use tools like `extract_entities` as part of a larger task. For example, it can extract data from a log file and then write a parser function for it in Python.

Yes, that's what Cline is good at. Just tell it to "Translate all text files in this directory to German." It will iterate through them, calling the `translate_text` tool for each one and saving the results.

The `perform_asr` tool lets Cline take an audio file from your workspace and get a text transcript. Cline can then use that text to write documentation, generate tests, or summarize the content.

You don't have to write the API integration code. Cline handles the authentication and execution, so you can just tell your agent what you want done, and it combines file operations, NLP processing, and code writing in one step.

Yes. When Cline uses a tool like `summarize_text`, your text is passed through Vinkius to the NLP Cloud API. The data is only used for the transaction and is not logged or stored on Vinkius servers. Your API key stays secure.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript