How to Use the Metatext MCP in Windsurf

Q: Does this MCP Server allow me to check my account limits?

Run getaccountinfo to pull your current usage and plan details. It gives you immediate visibility into your account status.

Use the Metatext MCP Server to run NLP inference and manage datasets directly within your Windsurf workflow.

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…and any MCP-compatible client

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Connect Metatext MCP to Windsurf

Create your Vinkius account to connect Metatext to Windsurf 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 Metatext with Windsurf

Ask AI about this MCP

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Claude

Perplexity

Run NLP inference inside Windsurf

Cascade needs to see your data to work. Use `run_model_inference` to trigger predictions without leaving your editor. It handles the heavy lifting, sending your inputs to the model and returning results straight into your chat window.

Manage your datasets with Windsurf

Stop switching tabs to update your training data. Use `create_dataset_record` to push new entries into your system instantly. `list_dataset_records` lets you verify your data state before you start the next training cycle.

Discover models in the Windsurf MCP Server

Find the right model for your task using `search_nlp_models` to query the registry. It saves you time by pulling specific model details immediately. Use `list_nlp_models` to see what is currently available for deployment and `get_model_details` to check its configuration.

Setup guide

Set up Metatext MCP in Windsurf

Prerequisites

Windsurf IDE installed (macOS, Windows, or Linux)
Active Vinkius subscription with a valid endpoint token

1

Open MCP configuration

Click the Cascade assistant icon in the sidebar, then click the hammer icon (🔨) at the top of the panel. Select "Configure" to open ~/.codeium/windsurf/mcp_config.json.
2

Add the Metatext MCP

Paste the JSON snippet shown on the right into the mcpServers object. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Refresh MCPs

Go back to the hammer icon (🔨) in Cascade and click "Refresh". Windsurf will detect the new server. No full restart is needed — the connection is hot-reloaded.
4

Verify in Cascade

Start a new Cascade conversation and ask something like "Show my Metatext payment history." If connected, Cascade will call the Metatext tools directly. You will see a green dot next to the server name in the MCP panel.

mcp_config.json

{
  "mcpServers": {
    "metatext-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 Metatext. 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 Metatext 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 Metatext MCP in Windsurf

Add the server configuration to your MCP settings file and refresh the panel. Once connected, Cascade automatically picks up the tools and makes them available for your next prompt.

Yes, you can use the listing tools to browse your records. The server fetches the data directly from the API, so you see the current state of your datasets without delay.

Your API tokens stay local to your environment configuration. The server acts as a bridge between your agent and the Metatext backend using secure transport protocols.

Run `get_account_info` to pull your current usage and plan details. It gives you immediate visibility into your account status.

The server only touches the specific NLP records and model inputs you explicitly request. It does not store or process data outside of the operations you initiate through the tool calls.

Use it with your favorite AI tools

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

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Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript