NVIDIA API Catalog MCP Server for Windsurf 8 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect NVIDIA API Catalog through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
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Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install NVIDIA API Catalog and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"nvidia-api-catalog": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About NVIDIA API Catalog MCP Server
What you can do
Trigger massive inference executions navigating safely over natively hosted logic endpoints using the explicit API Catalog:
Windsurf's Cascade agent chains multiple NVIDIA API Catalog tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 8 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
- Discover Active Cloud LLMs natively listing every explicitly hosted model configuration safely mapped
- Route Chat Completions pulling explicit answers evaluating safely unstructured conversational bounds dynamically
- Extract Native Embeddings passing direct text evaluations extracting numerical arrays gracefully
- Evaluate Multimodal limits assigning native Vision tasks routing natively strictly matrix limits
- Execute Text Summarization compressing explicit bounds generating specific arrays cleanly routing effectively
The NVIDIA API Catalog MCP Server exposes 8 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect NVIDIA API Catalog to Windsurf via MCP
Follow these steps to integrate the NVIDIA API Catalog MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using NVIDIA API Catalog
Open Cascade and ask: "Using NVIDIA API Catalog, help me...". 8 tools available
Why Use Windsurf with the NVIDIA API Catalog MCP Server
Windsurf provides unique advantages when paired with NVIDIA API Catalog through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 8 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
NVIDIA API Catalog + Windsurf Use Cases
Practical scenarios where Windsurf combined with the NVIDIA API Catalog MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from NVIDIA API Catalog and generate models, types, or handlers based on real API responses
Live debugging: query NVIDIA API Catalog tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from NVIDIA API Catalog and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine NVIDIA API Catalog data with Cascade's code generation to scaffold entire features in minutes
NVIDIA API Catalog MCP Tools for Windsurf (8)
These 8 tools become available when you connect NVIDIA API Catalog to Windsurf via MCP:
nvidia_chat_completion
Trigger direct NLP inference matrices directly evaluating queries over hosted LLMs
nvidia_check_token_quota
Poll safely dynamic credit and explicit constraint execution limits bounding inference execution
nvidia_generate_embeddings
Pass parameters safely mapping explicit unstructured vectors directly using specific Embedding arrays
nvidia_get_cloud_status
Ping explicitly the core hosted NVIDIA matrix tracing inference endpoints evaluating latencies securely
nvidia_list_foundation_models
Dumps the strict array specifying explicit LLM matrix paths accessible securely natively
nvidia_list_lora_adapters
Evaluate explicit matrices tracking fine-tuned overrides isolating logical constraints dynamically
nvidia_summarize_content
Standard natively configured logical execution executing predefined abstract compression matrices smoothly
nvidia_vision_inference
g. Llama-Vision natively). Invoke strictly multimodal abilities capturing diagnostic constraints returning inference on graphical data
Example Prompts for NVIDIA API Catalog in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with NVIDIA API Catalog immediately.
"Deploy commands exploring active NLP data listing completely the hosted LLMs mapped heavily inside the NVIDIA catalog safely."
"Trigger inference explicitly navigating natively utilizing Nemotron LLMs to summarize standard matrices cleanly parsing bounds gracefully."
"Execute explicitly generating explicit unstructured text matrices extracting native embedding queries purely isolating the arrays properly."
Troubleshooting NVIDIA API Catalog MCP Server with Windsurf
Common issues when connecting NVIDIA API Catalog to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
NVIDIA API Catalog + Windsurf FAQ
Common questions about integrating NVIDIA API Catalog MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect NVIDIA API Catalog with your favorite client
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Connect NVIDIA API Catalog to Windsurf
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.