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How to Use the NVIDIA API Catalog MCP in Windsurf

Connect the NVIDIA API Catalog to Windsurf and let Cascade run inference tasks directly from your codebase.

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Windsurf

Connect NVIDIA API Catalog MCP to Windsurf

Create your Vinkius account to connect NVIDIA API Catalog 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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Execute model inference in Windsurf

Cascade pulls foundation models directly from the catalog to run completions. You trigger `nvidia_chat_completion` to process logic without leaving the IDE. Windsurf chains these calls to handle complex reasoning. It feeds the output into your active files so you see the code changes as they happen.

Monitor NVIDIA API Catalog status

Keep tabs on your usage limits and system health within your editor. You use `nvidia_check_token_quota` to prevent unexpected budget spikes during long sessions. `nvidia_get_cloud_status` pings the endpoints so you know the service is up before Cascade starts a multi-step task. It removes the guesswork from your workflow.

Run vision and summarization tools

Feed graphical data into your agent using `nvidia_vision_inference` to analyze UI mockups or diagrams. It processes the visual input and returns structured data for your project. Use `nvidia_summarize_content` when you need to condense large files or logs quickly. Windsurf pipes the results into your context window for immediate review.

Setup guide

Set up NVIDIA API Catalog MCP in Windsurf

Prerequisites

  • Windsurf IDE installed (macOS, Windows, or Linux)
  • Active Vinkius subscription with a valid endpoint token
  1. 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. 2

    Add the NVIDIA API Catalog 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. 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. 4

    Verify in Cascade

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

mcp_config.json
{
  "mcpServers": {
    "nvidia-api-catalog-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 NVIDIA API Catalog. 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 NVIDIA API Catalog MCP in Windsurf

Open your MCP settings in Windsurf and add the server configuration. Once saved, Cascade auto-discovers every tool in the catalog for immediate use.
Yes, Cascade handles visual data through the server. Just pass your image path to the agent and trigger the vision inference tool.
You can use the quota tool to see your remaining credits. It prevents the agent from hitting hard limits during heavy development tasks.
Your API key is handled locally by the MCP server. The communication stays within your authorized environment at all times.
Check the status tool to verify connectivity. If the API is unreachable, Cascade will stop and alert you instead of failing silently.

Start using the NVIDIA API Catalog MCP today

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

Built & Managed by Vinkius 30s setup 8 tools

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

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All 8 tools are live and waiting. You're up and running in seconds.

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