NVIDIA API Catalog MCP Server for Google ADK 8 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add NVIDIA API Catalog as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="nvidia_api_catalog_agent",
instruction=(
"You help users interact with NVIDIA API Catalog "
"using 8 available tools."
),
tools=[mcp_tools],
)
* 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:
Google ADK natively supports NVIDIA API Catalog as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 8 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
- 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 Google ADK 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 Google ADK via MCP
Follow these steps to integrate the NVIDIA API Catalog MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 8 tools from NVIDIA API Catalog via MCP
Why Use Google ADK with the NVIDIA API Catalog MCP Server
Google ADK provides unique advantages when paired with NVIDIA API Catalog through the Model Context Protocol.
Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with NVIDIA API Catalog
Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
Seamless integration with Google Cloud services means you can combine NVIDIA API Catalog tools with BigQuery, Vertex AI, and Cloud Functions
NVIDIA API Catalog + Google ADK Use Cases
Practical scenarios where Google ADK combined with the NVIDIA API Catalog MCP Server delivers measurable value.
Enterprise data agents: ADK agents query NVIDIA API Catalog and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine NVIDIA API Catalog tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query NVIDIA API Catalog regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including NVIDIA API Catalog
NVIDIA API Catalog MCP Tools for Google ADK (8)
These 8 tools become available when you connect NVIDIA API Catalog to Google ADK 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 Google ADK
Ready-to-use prompts you can give your Google ADK 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 Google ADK
Common issues when connecting NVIDIA API Catalog to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkNVIDIA API Catalog + Google ADK FAQ
Common questions about integrating NVIDIA API Catalog MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
Connect NVIDIA API Catalog with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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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 Google ADK
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.