NVIDIA API Catalog MCP Server for Mastra AI 8 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect NVIDIA API Catalog through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
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Vinkius supports streamable HTTP and SSE.
import { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token. get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"nvidia-api-catalog": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "NVIDIA API Catalog Agent",
instructions:
"You help users interact with NVIDIA API Catalog " +
"using 8 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with NVIDIA API Catalog?"
);
console.log(result.text);
}
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:
Mastra's agent abstraction provides a clean separation between LLM logic and NVIDIA API Catalog tool infrastructure. Connect 8 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.
- 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 Mastra AI 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 Mastra AI via MCP
Follow these steps to integrate the NVIDIA API Catalog MCP Server with Mastra AI.
Install dependencies
Run npm install @mastra/core @mastra/mcp @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.ts and run with npx tsx agent.ts
Explore tools
Mastra discovers 8 tools from NVIDIA API Catalog via MCP
Why Use Mastra AI with the NVIDIA API Catalog MCP Server
Mastra AI provides unique advantages when paired with NVIDIA API Catalog through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add NVIDIA API Catalog 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 API Catalog 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
NVIDIA API Catalog + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the NVIDIA API Catalog MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query NVIDIA API Catalog, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed NVIDIA API Catalog as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query NVIDIA API Catalog on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using NVIDIA API Catalog tools alongside other MCP servers
NVIDIA API Catalog MCP Tools for Mastra AI (8)
These 8 tools become available when you connect NVIDIA API Catalog to Mastra AI 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 Mastra AI
Ready-to-use prompts you can give your Mastra AI 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 Mastra AI
Common issues when connecting NVIDIA API Catalog to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpNVIDIA API Catalog + Mastra AI FAQ
Common questions about integrating NVIDIA API Catalog MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
Connect NVIDIA API Catalog with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Purpose-built IDE for agentic AI coding workflows.
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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 Mastra AI
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.