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Mastra AI
Why use NVIDIA AI MCP Server with Mastra AI?

Bring Llm
to Mastra AI

Create your Vinkius account to connect NVIDIA AI to Mastra AI 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
Analyze SentimentAsk QuestionChat CompletionGenerate CodeGet EmbeddingsList ModelsSummarize TextText To SqlTranslate Text
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 AI

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

  1. Subscribe to this server
  2. Enter your NVIDIA API Key (from build.nvidia.com)
  3. 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_sentiment

Analyze the sentiment of a text

ask_question

Optionally provide context for better answers. Ask a question to a powerful reasoning model (405B params)

chat_completion

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)

generate_code

Specify language if needed. Generate code from a natural language prompt

get_embeddings

Model: "nvidia/nv-embed-v1". Generate vector embeddings from text

list_models

List all available AI models on the NVIDIA API Catalog

summarize_text

Summarize long text into a concise version

text_to_sql

Convert natural language to SQL query

translate_text

Translate text to another language

Why Mastra AI?

Mastra's agent abstraction provides a clean separation between LLM logic and NVIDIA AI tool infrastructure. Connect 9 tools through Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution. deployable to any Node.js host in one command.

  • Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add NVIDIA AI without touching business code

  • Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation

  • TypeScript-native: full type inference for every NVIDIA AI tool response with IDE autocomplete and compile-time checks

  • One-command deployment to any Node.js host. Vercel, Railway, Fly.io, or your own infrastructure

M
See it in action

NVIDIA AI in Mastra AI

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

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.

NVIDIA AI
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 AI using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.

Why Vinkius

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

Professionals who connect NVIDIA AI to Mastra AI 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 AI for Mastra AI

Every request between Mastra AI 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.

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

Frequently asked questions

01

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.

02

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.

03

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.

04

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.

05

How does Mastra AI connect to MCP servers?

Create an MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.

06

Can Mastra agents use tools from multiple servers?

Yes. Pass multiple MCP clients to the agent constructor. Mastra merges all tool schemas and the agent can call any tool from any server.

07

Does Mastra support workflow orchestration?

Yes. Mastra has a built-in workflow engine that lets you chain MCP tool calls with branching logic, error handling, and parallel execution.

08

createMCPClient not exported

Install: npm install @mastra/mcp

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