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How to Use the Baseten MCP in Cline

Build frontend components and trigger Baseten model inferences autonomously using Cline in VS Code.

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Cline

Connect Baseten MCP to Cline

Create your Vinkius account to connect Baseten 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.

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Run Baseten predictions directly from Cline

Cline uses the `predict` tool to execute serverless model inferences without leaving VS Code. You can ask it to generate test inputs, send them to your active endpoint, and inspect the raw tensor responses in your workspace. This means Cline can write integration tests for your ML pipeline, execute them against your live Baseten backend, and refactor your code based on the actual model outputs.

Inspect active deployments using this MCP Server

This MCP Server lets Cline query your model infrastructure to verify active setups. It runs `list_models` and `get_model` to map out your available models before writing any API integration code. If a deployment is slow, Cline calls `list_deployments` to inspect active inferences. It checks the deployment status and helps you debug endpoint configuration issues in real-time.

Safe workspace secret checks inside Cline

Cline can verify your environment configuration without compromising security. It uses `list_secrets` to check if your workspace has the required API keys set up for your Baseten workspace. It then uses `get_deployment` to match those secrets against the active deployment target. This ensures Cline never writes broken code that fails due to missing environment variables.

Setup guide

Set up Baseten MCP in Cline

Prerequisites

  • VS Code with Cline extension installed
  • Active Vinkius subscription with a valid endpoint token
  1. 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. 2

    Add a remote server

    Click "Remote Servers" at the top, then click "Add Remote MCP". In the Name field, type baseten-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. 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. 4

    Start using tools

    Return to the Cline chat and ask: "Check my latest Baseten 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": {
    "baseten-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Baseten. 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 Baseten MCP in Cline

Open the Cline sidebar and click the MCP Servers icon. You can add the server via the Remote Servers tab using the Vinkius URL, which automatically loads the model tools.
Yes. Cline uses list_deployments and get_deployment to inspect active model runs. It reads the deployment metadata to help you identify configuration issues directly in VS Code.
No. Cline only uses the list_secrets tool to view secret names, not their values. This lets the agent verify your workspace setup while keeping your production keys hidden.
Ask Cline to run an inference with your input data. The agent will format the payload and trigger the predict tool to get the outputs from your active endpoint.
Your model tensors and prediction inputs are processed inside an ephemeral V8 sandbox. Vinkius handles the authorization token securely, ensuring your raw data is never exposed to external logs.

Start using the Baseten MCP today

We host it, we monitor it, we maintain it. You just paste one token.

Built & Managed by Vinkius 30s setup 6 tools

We've already built the connector for Baseten. Just plug in your AI agents and start using Vinkius.

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