How to Use the Financial Ratios Calculator MCP in Google ADK

Q: Can I restrict which Financial Ratios Calculator tools Google ADK sees?

Yes. Use the toolnames filter when setting up the toolset. This limits the agent to only the specific calculation functions you approve.

Connect Google ADK to your BigQuery financial data and run exact ratio calculations instantly.

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Connect Financial Ratios Calculator MCP to Google ADK

Create your Vinkius account to connect Financial Ratios 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 Financial Ratios Calculator with Google ADK

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Process BigQuery data with your MCP

This MCP provides the mathematical foundation for evaluating corporate health directly from your existing data pipelines. Enterprise teams store massive amounts of raw accounting data in Google Cloud. Your agent can pull those records directly from BigQuery and pass them to these tools for immediate processing. You use the McpToolset class to wrap your Vinkius URL. Pass it to your LlmAgent and your system is ready. The agent handles the transport layer while you focus on the financial logic.

Analyze years of filings in Google ADK

Modern agents hold over a million tokens in context. You can load an entire decade of annual reports into the prompt. The agent reads the historical context and extracts the exact current liabilities. Then it calls `get_short_term_liquidity_ratios` to see if the company can cover its immediate debts. You get the quick ratio and current ratio based on the exact numbers pulled from the text.

Measure long-term survival metrics

A healthy balance sheet today means nothing if the debt load is unsustainable. Your agent needs to calculate the exact risk of default. It triggers `get_long_term_solvency_ratios` to evaluate the debt-to-equity position. Next it runs `get_interest_coverage_ratio` to verify the firm earns enough to pay its interest expense. The math happens outside the LLM, preventing hallucinated calculations.

Setup guide

Set up Financial Ratios 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 Financial Ratios 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="Financial Ratios Calculator_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Financial Ratios 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 Financial Ratios 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 Financial Ratios Calculator MCP in Google ADK

Install google-adk and create an McpToolset using StreamableHttpServerParameters. Pass this toolset directly to your LlmAgent initialization.

Yes. Use the tool_names filter when setting up the toolset. This limits the agent to only the specific calculation functions you approve.

The MCP integrates flawlessly with your Google Cloud setup. Your agent handles the reasoning while the tools handle the deterministic math.

Vinkius hosts the largest MCP app catalog in the world. One connection gives your agent access to over 4,000 managed tools without maintaining infrastructure.

The tool only receives the specific numerical inputs required for the math. Your raw Vertex AI datasets and BigQuery tables remain securely inside your Google Cloud environment.

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