How to Use the Deterministic Roman Numeral Converter MCP in Google ADK

Parse historical numerals in BigQuery natively using Google ADK.

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Connect Deterministic Roman Numeral Converter MCP to Google ADK

Create your Vinkius account to connect Deterministic Roman Numeral Converter to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Deterministic Roman Numeral Converter with Google ADK

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Deterministic Parsing

The `convert_from_roman` tool reads a standard Roman numeral string and outputs an exact integer. You need this when your Gemini model hits non-Arabic numerals in structured BigQuery datasets. Passing this through the McpToolset class gives Gemini deterministic parsing via the MCP standard. It reads subtractive notation perfectly, mapping IV to 4 without relying on text generation probabilities.

Google ADK Generation

The `convert_to_roman` tool accepts an integer and returns a properly formatted Roman numeral string. It handles formatting for output reports or legal document generation. Integrating this MCP Server directly with your LlmAgent on Google Cloud is straightforward. You can apply the tool_names filter if you only want to expose the generation side and hide the parsing tool.

Hard Boundaries

The `convert_from_roman` and `convert_to_roman` tools operate strictly within the 1 to 3999 limit. They use regex validation to reject non-standard inputs before the script even attempts the conversion. Enterprise agents require predictable failure modes from their MCP tools. When Gemini passes a bad string, it gets a clear error back, forcing it to retry with standard notation.

Setup guide

Set up Deterministic Roman Numeral Converter 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 Deterministic Roman Numeral Converter 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="Deterministic Roman Numeral Converter_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Deterministic Roman Numeral Converter tools via MCP.",
    tools=mcp_tools,
)

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Common questions about Deterministic Roman Numeral Converter MCP in Google ADK

Install google-adk via pip. Wrap your MCP endpoint URL in StreamableHttpServerParameters and pass it to McpToolset.

Yes. You can feed a massive document to Gemini and it will call the tools whenever it spots a Roman numeral it needs to calculate.

Models hallucinate math. This server forces exact integer conversions, keeping your BigQuery data operations mathematically sound.

Yes. The Google ADK allows you to apply MCP filters to the toolset. You can expose just the generation tool if that fits your use case.

The server only sees short strings like XIV and small integers. Every request runs in an ephemeral zero-trust environment that retains absolutely nothing after returning the result.

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