How to Use the Certify (Emburse) MCP in Google ADK

Q: Can I limit which Certify (Emburse) tools my Google ADK agent can access?

Yes, use the toolnames filter during Google ADK initialization to restrict access to Certify (Emburse) tools. For example, you can expose only listcertifyreceipts while hiding user lists.

Q: Why use this Certify (Emburse) MCP Server with Google ADK long context capabilities?

Gemini can process thousands of expense lines from listexpensereports at once. This MCP integration lets you run audits without losing context.

Q: How does BigQuery integration work here?

Your Google ADK agent fetches live data using getgldimensions and compares it to historical tables in BigQuery. This enables automated anomaly detection across your entire enterprise.

Feed Certify (Emburse) expense records directly into your Google ADK agent for massive long-context reasoning.

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Connect Certify (Emburse) MCP to Google ADK

Create your Vinkius account to connect Certify (Emburse) 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 Certify (Emburse) with Google ADK

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Run enterprise spend audits via Google ADK

The `list_certify_expenses` tool dumps thousands of transaction lines directly into Gemini's million-token context window. This allows your Google ADK agent to spot patterns across months of corporate spending without hitting context limits. You pass the McpToolset to your LlmAgent to expose this endpoint. Combining this with your BigQuery datasets lets you cross-reference internal cloud costs against actual employee expense reports.

Reconcile departments with this MCP Server

This MCP Server uses `list_certify_departments` to pull your complete corporate hierarchy into your Google Cloud agent. The agent uses this data to map expenses to the correct business units. You can restrict exposure to specific teams by applying a tool_names filter during initialization. This keeps your agent focused on accounting data instead of accessing employee directories.

Track raw accounts payable invoices

The `list_certify_invoices` tool retrieves pending vendor bills alongside `list_invoice_reports` for deep analysis. Your agent parses these documents to confirm payment deadlines. Stdio and HTTP transports are both fully supported. This flexibility lets you run the connector inside your existing Google Kubernetes Engine clusters.

Setup guide

Set up Certify (Emburse) 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 Certify (Emburse) 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="Certify (Emburse)_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Certify (Emburse) tools via MCP.",
    tools=mcp_tools,
)

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Common questions about Certify (Emburse) MCP in Google ADK

You import McpToolset from the SDK and initialize it with the Vinkius HTTP transport URL. Pass that toolset to your LlmAgent to expose the expense tools.

Yes, use the tool_names filter during Google ADK initialization to restrict access to Certify (Emburse) tools. For example, you can expose only `list_certify_receipts` while hiding user lists.

Gemini can process thousands of expense lines from `list_expense_reports` at once. This MCP integration lets you run audits without losing context.

Your Google ADK agent fetches live data using `get_gl_dimensions` and compares it to historical tables in BigQuery. This enables automated anomaly detection across your entire enterprise.

Your department lists and employee records are processed in zero-trust, ephemeral Vinkius sandboxes. No data is stored permanently, keeping your corporate directory completely isolated.

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