How to Use the Docupilot MCP in Google ADK

Q: Can I search my Docupilot templates from Google ADK?

Absolutely. Use the searchdocupilottemplates tool with a name string. It returns the matching templates so your agent can pick the correct one.

Q: How do I check my Docupilot account status in Google ADK?

Call getdocupilotaccountmetadata. It exposes your usage limits and account details so your agent can manage its own capacity.

Bridge your Google ADK agents to Docupilot for automated document generation and template management.

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Connect Docupilot MCP to Google ADK

Create your Vinkius account to connect Docupilot 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 Docupilot with Google ADK

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Direct template interaction for Google ADK

Your agent can query your entire Docupilot template library using `list_docupilot_templates`. It finds the right file based on your logic. Once found, `get_template_schema` provides the field requirements. This ensures your data mapping matches the template exactly before you send a request.

Automated merge execution in Google ADK

Initiate document creation by calling `trigger_document_merge`. It maps your agent's data outputs into your existing Docupilot templates. Monitoring happens through `get_document_generation_status`. Your agent stays informed about the final URL and the state of the document.

Error tracking for Google ADK agents

Don't let silent failures break your workflow. The `list_failed_document_merges` tool allows your agent to inspect and handle issues immediately. Use `list_latest_document_merges` to cross-reference recent files. This provides a clear audit trail for every document your agent touches.

Setup guide

Set up Docupilot 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 Docupilot 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="Docupilot_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Docupilot tools via MCP.",
    tools=mcp_tools,
)

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Common questions about Docupilot MCP in Google ADK

You connect the server via HTTP and pass the toolset to your agent. Once linked, the agent calls tools like `trigger_document_merge` as if they were local functions.

Absolutely. Use the `search_docupilot_templates` tool with a name string. It returns the matching templates so your agent can pick the correct one.

Call `get_docupilot_account_metadata`. It exposes your usage limits and account details so your agent can manage its own capacity.

Yes. The server exposes tools directly to the model. The agent interprets the tool signatures to decide when to create or audit a document.

Security is maintained through token-based authentication. Only your authorized agent can access Docupilot tools or view merge results.

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