How to Use the Baker Percentage Calculator MCP in Google ADK

Q: Can I restrict which tools from the Baker Percentage Calculator are exposed to Google ADK?

Yes. You can use the optional toolnames filter when setting up your McpToolset. This lets you restrict access to specific calculation tools depending on the agent's role.

Deploy the Baker Percentage Calculator with Google ADK to analyze and scale large baking formulas directly from your database.

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Connect Baker Percentage Calculator MCP to Google ADK

Create your Vinkius account to connect Baker Percentage 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 Baker Percentage Calculator with Google ADK

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Run baker math inside the Google ADK ecosystem

The `recipe_to_baker_percentage` tool converts raw ingredient weights into standardized baker ratios. This allows your agent to pull records from cloud databases and clean up the raw math instantly. Standardizing these formulas lets you compare different dough formulations side-by-side regardless of their original volume.

Scale formulas to match daily production runs

The `scale_baker_percentage_to_weights` tool translates percentage ratios back into precise metric weights. This ensures that your prep cooks receive exact gram measurements for every single batch of dough. Your agent automates this process by recalculating ingredient amounts based on target batch sizes, avoiding human math errors on the kitchen floor.

Verify flour bases for complex pre-ferments

The `check_flour_base` tool calculates the total flour weight from any single ingredient weight and its corresponding percentage. This keeps your inventory and mixing schedules perfectly aligned. Managing multi-flour pre-ferments requires knowing the exact baseline weight of your main ingredient. Without it, your hydration levels and yeast ratios will be completely off.

Setup guide

Set up Baker Percentage 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 Baker Percentage 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="Baker Percentage Calculator_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Baker Percentage Calculator tools via MCP.",
    tools=mcp_tools,
)

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Baker Percentage Calculator. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Baker Percentage Calculator MCP in Google ADK

Yes. Because Google ADK integrates with Google Cloud, your agent can read recipe weights from BigQuery, pass them to this MCP, and write the calculated percentages back to your database.

Install the package using pip, then initialize McpToolset with your Vinkius HTTP URL. Pass this toolset directly to your LlmAgent instance to expose the calculation tools to your model.

Yes. You can use the optional tool_names filter when setting up your McpToolset. This lets you restrict access to specific calculation tools depending on the agent's role.

Yes. You can pass large recipe books with hundreds of ingredients to your Gemini model, which uses this MCP to process and calculate ratios across the entire text in a single run.

Absolutely. Your ingredient percentages and recipe weights are processed in an ephemeral V8 sandbox. Vinkius secures every transaction with a zero-trust architecture, meaning your baking formulas are never stored or logged.

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