NVIDIA API Catalog MCP Server for OpenAI Agents SDK 8 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect NVIDIA API Catalog through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="NVIDIA API Catalog Assistant",
instructions=(
"You help users interact with NVIDIA API Catalog. "
"You have access to 8 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from NVIDIA API Catalog"
)
print(result.final_output)
asyncio.run(main())
* 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:
The OpenAI Agents SDK auto-discovers all 8 tools from NVIDIA API Catalog through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries NVIDIA API Catalog, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- 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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP
Follow these steps to integrate the NVIDIA API Catalog MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 8 tools from NVIDIA API Catalog
Why Use OpenAI Agents SDK with the NVIDIA API Catalog MCP Server
OpenAI Agents SDK provides unique advantages when paired with NVIDIA API Catalog through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
NVIDIA API Catalog + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the NVIDIA API Catalog MCP Server delivers measurable value.
Automated workflows: build agents that query NVIDIA API Catalog, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries NVIDIA API Catalog, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through NVIDIA API Catalog tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query NVIDIA API Catalog to resolve tickets, look up records, and update statuses without human intervention
NVIDIA API Catalog MCP Tools for OpenAI Agents SDK (8)
These 8 tools become available when you connect NVIDIA API Catalog to OpenAI Agents SDK 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 OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK
Common issues when connecting NVIDIA API Catalog to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
NVIDIA API Catalog + OpenAI Agents SDK FAQ
Common questions about integrating NVIDIA API Catalog MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect NVIDIA API Catalog with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect NVIDIA API Catalog to OpenAI Agents SDK
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.