Bring Llm
to AutoGen
Create your Vinkius account to connect NVIDIA AI to AutoGen 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.
Compatible with every major AI agent and IDE
What is the NVIDIA AI MCP Server?
Connect NVIDIA AI to any AI agent and harness the power of GPU-accelerated foundation models — chat with Llama, generate embeddings, write code with CodeLlama, translate text, and perform complex reasoning through the NVIDIA API Catalog.
What you can do
- Chat with LLMs — Access Llama 3.1, Mistral, Nemotron, and more via chat completions
- Generate Embeddings — Create vector embeddings for search and clustering
- Code Generation — Write code from natural language prompts using CodeLlama
- Summarization — Condense long documents into concise summaries
- Translation — Neural translation between dozens of languages
- Text-to-SQL — Convert natural language questions into SQL queries
- Sentiment Analysis — Analyze the emotional tone of text
- Complex Reasoning — Ask questions to the 405B-parameter reasoning model
How it works
- Subscribe to this server
- Enter your NVIDIA API Key (from build.nvidia.com)
- Start running AI models from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Developers — Prototype AI features without managing GPU infrastructure
- Data Scientists — Generate embeddings and run NLP tasks at scale
- Business Analysts — Use text-to-SQL to query databases with natural language
Built-in capabilities (9)
Analyze the sentiment of a text
Optionally provide context for better answers. Ask a question to a powerful reasoning model (405B params)
Use "model" to specify which AI model (e.g., "meta/llama-3.1-70b-instruct", "mistralai/mistral-large"). Messages should be in OpenAI format: [{role: "user", content: "..."}]. Chat with an NVIDIA AI model (Llama, Mistral, etc)
Specify language if needed. Generate code from a natural language prompt
Model: "nvidia/nv-embed-v1". Generate vector embeddings from text
List all available AI models on the NVIDIA API Catalog
Summarize long text into a concise version
Convert natural language to SQL query
Translate text to another language
Why AutoGen?
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use NVIDIA AI tools. Connect 9 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
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Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use NVIDIA AI tools to solve complex tasks
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Role-based architecture lets you assign NVIDIA AI tool access to specific agents. a data analyst queries while a reviewer validates
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Human-in-the-loop support: agents can pause for human approval before executing sensitive NVIDIA AI tool calls
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Code execution sandbox: AutoGen agents can write and run code that processes NVIDIA AI tool responses in an isolated environment
NVIDIA AI in AutoGen
Why run NVIDIA AI with Vinkius?
The NVIDIA AI 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.

* 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
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.




Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect NVIDIA AI using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
NVIDIA AI and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect NVIDIA AI to AutoGen 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.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
NVIDIA AI for AutoGen
Every request between AutoGen and NVIDIA AI is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Which AI models are available?
The NVIDIA API Catalog offers Llama 3.1 (8B, 70B, 405B), Mistral, CodeLlama, Gemma, Nemotron, and many more. Use the list_models tool to see all available models.
How do I get an NVIDIA API Key?
Sign up at build.nvidia.com, go to your account settings, and generate an API key. The Developer Program includes free inference credits.
Can I generate code in specific languages?
Yes! The generate_code tool lets you specify the programming language (Python, JavaScript, TypeScript, Java, etc.) for better results.
Are there usage limits on the free tier?
Yes, the NVIDIA Developer Program provides free inference credits. Once exhausted, you can upgrade to a paid plan for higher throughput. Check your usage dashboard at build.nvidia.com.
How does AutoGen connect to MCP servers?
Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call NVIDIA AI tools during their conversation turns.
Can different agents have different MCP tool access?
Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
Does AutoGen support human approval for tool calls?
Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.
McpWorkbench not found
Install: pip install "autogen-ext[mcp]"
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