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OpenAI Agents SDKSDK
OpenAI Agents SDK
Why use NVIDIA Vision MCP Server with OpenAI Agents SDK?

Bring Computer Vision
to OpenAI Agents SDK

Create your Vinkius account to connect NVIDIA Vision to OpenAI Agents SDK and start using all 9 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.

MCP Inspector GDPR Free for Subscribers
Detect ObjectsDocument QaGenerate ImageImage CaptioningImage SegmentationList Vision ModelsStyle TransferVisual GroundingVisual Question Answering
ChatGPT Claude Perplexity

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
NVIDIA Vision

What is the NVIDIA Vision MCP Server?

Connect NVIDIA Vision to any AI agent and unlock powerful image understanding and generation — create images with Stable Diffusion, analyze visuals with Kosmos-2, answer questions about images, and perform object detection through natural conversation.

What you can do

  • Generate Images — Create images from text prompts using Stable Diffusion models
  • Visual Q&A — Ask questions about any image and get detailed answers
  • Image Captioning — Generate detailed descriptions of image contents
  • Object Detection — Identify and list all objects visible in an image
  • Document Understanding — Extract information from scanned documents and forms
  • Visual Grounding — Locate specific objects or phrases within images
  • Style Transfer — Apply artistic styles to existing images
  • Image Segmentation — Segment images into distinct object regions

How it works

  1. Subscribe to this server
  2. Enter your NVIDIA API Key (from build.nvidia.com)
  3. Start analyzing and generating images from Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Designers — Generate concepts and analyze visual compositions quickly
  • Developers — Integrate image understanding into apps without managing GPU infrastructure
  • Content Creators — Generate images and apply style transfers for social media

Built-in capabilities (9)

detect_objects

Detect and list all objects in an image

document_qa

Works with scanned documents, forms, receipts. Ask questions about a document image (OCR + understanding)

generate_image

Model options: "stabilityai/stable-diffusion-3-medium", "stabilityai/stable-diffusion-xl-base-1.0". Size format: "1024x1024". Generate an image from a text prompt using Stable Diffusion

image_captioning

Generate a detailed caption for an image

image_segmentation

Segment and identify all objects in an image

list_vision_models

List available vision models on NVIDIA API Catalog

style_transfer

Apply an artistic style to an image

visual_grounding

Locate a specific object or phrase in an image

visual_question_answering

Provide a public image URL. Ask a question about an image

Why OpenAI Agents SDK?

The OpenAI Agents SDK auto-discovers all 9 tools from NVIDIA Vision through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries NVIDIA Vision, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

  • 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

O
See it in action

NVIDIA Vision in OpenAI Agents SDK

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Enterprise Security

Why run NVIDIA Vision with Vinkius?

The NVIDIA Vision connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 9 tools are ready to work instantly without any complex setup.

You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

View full NVIDIA Vision details →
NVIDIA Vision
Fully ManagedNo server setup
Plug & PlayNo coding needed
SecurePrivacy protected
PrivateYour data is safe
Cost ControlBudget limits
Control1-click disconnect
Auto-UpdatesMaintenance free
High SpeedOptimized for AI
Reliable99.9% uptime
Your credentials and connection tokens are fully encrypted

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure

01 / Catalog

Over 4,000 integrations ready for AI agents

Explore a vast library of pre-built integrations, optimized and ready to deploy.

02 / Credentials

Connect securely in under 30 seconds

Generate tokens to authenticate and link external services in a single step.

03 / Guardian

Complete visibility into every agent action

Audit live requests, latency, success rates, and active security compliance policies.

04 / FinOps

Optimize spending and track token ROI

Analyze real-time token consumption and cost metrics detailed by connection.

Over 4,000 integrations ready for AI agents
Connect securely in under 30 seconds
Complete visibility into every agent action
Optimize spending and track token ROI

Explore our live AI Agents Analytics dashboard to see it all working

This dashboard is included when you connect NVIDIA Vision using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.

Why Vinkius

NVIDIA Vision and 4,000+ other AI tools. No hosting, no code, ready to use.

Professionals who connect NVIDIA Vision to OpenAI Agents SDK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.

4,000+MCP Integrations
<40msResponse time
100%Fully managed
Raw MCP
Vinkius
Ready-to-use MCPsFind and configure each manually4,000+ MCPs ready to use
Connection SetupManual coding & server setup1-click instant connection
Server HostingYou host it yourself (needs 24/7 uptime)100% hosted & managed by Vinkius
Security & PrivacyStored in plaintext config filesBank-grade encrypted vault
Activity VisibilityBlind execution (no logs or tracking)Live dashboard with real-time logs
Cost ControlRunaway AI token spend riskAutomatic budget limits
Revoking AccessMust delete files or code to stop1-click disconnect button
The Vinkius Advantage

How Vinkius secures NVIDIA Vision for OpenAI Agents SDK

Every request between OpenAI Agents SDK and NVIDIA Vision is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

Can I generate images from text?

Yes! Use the generate_image tool with Stable Diffusion models. Provide a descriptive prompt and optionally specify size (e.g., '1024x1024').

02

Can I ask questions about an image?

Yes! Use visual_question_answering with a public image URL and your question. The AI will analyze and respond with details about the image.

03

Does it work with scanned documents?

Yes! Use document_qa to extract information from scanned documents, forms, receipts, and other image-based documents.

04

What image sizes can I generate?

Stable Diffusion models support various sizes including 512x512, 768x768, and 1024x1024. Higher resolutions produce more detailed images but take longer to generate.

05

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.

06

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.

07

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

08

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

09

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

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