How to Use the Roast Calculator MCP in Google ADK

Q: Can I restrict tools using Roast Calculator and Google ADK?

Yes. The toolnames parameter allows you to expose specific functions. This keeps focused agents from getting distracted by unnecessary math.

Bring exact meat roasting thermodynamics to your enterprise agents using Google ADK.

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Connect Roast Calculator MCP to Google ADK

Create your Vinkius account to connect Roast Calculator to Google ADK — we handle the hosting, security, and runtime updates so you don't have to. No server setup required.

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Setup Roast Calculator with Google ADK

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Foundation Math for Google Agents

Trust me, don't guess when handling a hundred-dollar ribeye. You need pure physics to establish a baseline. Invoking `calculate_cooking_duration` feeds your agent the exact minutes required to push heat through dense muscle fibers. Enterprise environments require serious data integration. Google ADK lets your agent pull historical cooking logs directly from BigQuery before running the MCP math. Your system can adjust the baseline using past oven performance metrics stored in your warehouse.

Predicting Thermal Carryover

Pulling meat at the target temperature guarantees an overcooked disaster. Residual heat continues pushing inward long after the roast leaves the heat source. Executing `estimate_carryover_impact` quantifies that kinetic energy transfer perfectly. Modern models can hold massive amounts of data in memory. Your agent can ingest an entire library of culinary reference books via the massive context window. It then applies our specific carryover math to those classic recipes without losing track of the instructions.

Rest Cycles via this MCP Server

Moisture retention dictates the final texture of any roast. Slicing too early destroys the entire process. Applying `calculate_rest_duration` ensures the internal juices stabilize before carving begins. Restricting agent capabilities prevents dangerous mistakes. You can use the tool_names filter to expose only the resting math if that is all your specific agent needs. Just initialize an McpToolset with StreamableHttpServerParameters and pass it to your LlmAgent.

Setup guide

Set up Roast Calculator MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Roast Calculator tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Roast Calculator_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Roast Calculator tools via MCP.",
    tools=mcp_tools,
)

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Common questions about Roast Calculator MCP in Google ADK

Run pip install google-adk first. Wrap your server URL in StreamableHttpServerParameters. Pass the resulting McpToolset to your agent configuration.

Yes. The tool_names parameter allows you to expose specific functions. This keeps focused agents from getting distracted by unnecessary math.

The framework handles both Stdio and HTTP transports natively. You choose the connection method that fits your Google Cloud deployment architecture.

It integrates perfectly. The ADK is designed specifically for the Gemini ecosystem. Your agents get native access to Google Cloud infrastructure alongside our thermal calculations.

We process raw cut dimensions, ambient oven settings, and desired doneness states. Your proprietary recipe databases remain entirely on your servers. The MCP architecture isolates your intellectual property from the calculation engine.

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