How do I get a Docupilot API Key?

Log in to your Docupilot account, navigate to **Settings > API Key**, and you can generate or retrieve your unique API Key from there.

Can the agent show me the merge fields for a template?

Yes, you can use the get_template_merge_field_audit tool to retrieve exactly which data keys are needed to populate a specific template.

What formats does Docupilot support for output?

Docupilot supports generating documents in PDF, Microsoft Word (.docx), and other popular formats depending on your template type.

Docupilot MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: Docupilot
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Docupilot as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="docupilot_agent",
    instruction=(
        "You help users interact with Docupilot "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

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High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Docupilot MCP Server

Integrate Docupilot, the powerful document automation platform, directly into your AI workflow. Manage your dynamic document templates, trigger high-volume document merges from JSON data, monitor generation status, and access output files using natural language.

Google ADK natively supports Docupilot as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

Template Oversight — List and retrieve detailed configuration and field schemas for all your document templates.
Document Merging — Trigger the Docupilot engine to create new files by merging provided data into your professional templates.
Generation Tracking — Monitor the status of your document merges and access secure download URLs for output files.
Field Intelligence — Identify exactly which merge fields are required to populate specific templates accurately.

The Docupilot MCP Server exposes 10 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Docupilot to Google ADK via MCP

Follow these steps to integrate the Docupilot MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 10 tools from Docupilot via MCP

Why Use Google ADK with the Docupilot MCP Server

Google ADK provides unique advantages when paired with Docupilot through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Docupilot

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Docupilot tools with BigQuery, Vertex AI, and Cloud Functions

Docupilot + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Docupilot MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Docupilot and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Docupilot tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Docupilot regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Docupilot

Docupilot MCP Tools for Google ADK (10)

These 10 tools become available when you connect Docupilot to Google ADK via MCP:

get_document_generation_status

Get the current status and output URL for a specific generated document

get_docupilot_account_metadata

Retrieve metadata and usage limits for your Docupilot account

get_template_merge_field_audit

Identify exactly which merge fields are required to populate a template

get_template_schema

Get detailed information and field schema for a specific template

list_docupilot_templates

List all document templates available in your Docupilot account

list_failed_document_merges

Identify document merges that failed due to data or template errors (mock logic)

list_generated_documents

List all documents that have been generated/merged in Docupilot

list_latest_document_merges

Identify the most recently merged documents

search_docupilot_templates

Search for a document template using a name keyword

trigger_document_merge

Create a new document by merging data into a specific template

Example Prompts for Docupilot in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Docupilot immediately.

"List all available Docupilot templates."

"Generate an 'Employee Offer Letter' with data: {'name': 'Robert Brown', 'role': 'Engineer', 'salary': '90k'}."

"Show me the status of document 'DOCU-MERGE-12345'."

Troubleshooting Docupilot MCP Server with Google ADK

Common issues when connecting Docupilot to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Docupilot + Google ADK FAQ

Common questions about integrating Docupilot MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.