How do I get a Documint API Key?

Log in to your Documint account, navigate to the API section in your account settings, and you can generate or retrieve your unique API Key from there.

Can the agent show me the variables for a template?

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

What format are the documents generated in?

Documint specializes in generating high-quality PDF files from your dynamic HTML or designed templates.

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

Name: Documint
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 Documint 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

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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="documint_agent",
    instruction=(
        "You help users interact with Documint "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

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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 Documint MCP Server

Integrate Documint, the versatile document generation and automation platform, directly into your AI workflow. Manage your dynamic document templates, generate professional PDF files from JSON data, and track your generation history using natural language.

Google ADK natively supports Documint 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 variable schemas for all your document templates.
Document Generation — Trigger the Documint engine to create new files instantly using provided data variables.
Generation Tracking — Monitor the status of your document generations and access secure download URLs.
Variable Intelligence — Identify exactly which data keys are required to populate specific templates accurately.

The Documint 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 Documint to Google ADK via MCP

Follow these steps to integrate the Documint 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 Documint via MCP

Why Use Google ADK with the Documint MCP Server

Google ADK provides unique advantages when paired with Documint 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 Documint

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 Documint tools with BigQuery, Vertex AI, and Cloud Functions

Documint + Google ADK Use Cases

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

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

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

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

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

Documint MCP Tools for Google ADK (10)

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

create_new_generation

Generate a new document using a specific template and data object

get_documint_account_metadata

Retrieve metadata and usage limits for your Documint account

get_generation_details

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

get_template_configuration

Get detailed information and field schema for a specific template

get_template_variable_audit

Identify exactly which variables are required to populate a template

list_documint_generations

List all documents that have been generated in Documint

list_documint_templates

List all available document templates in your Documint account

list_failed_doc_generations

Identify document generations that failed due to errors (mock logic)

list_latest_doc_generations

Identify the most recently generated documents

search_documint_templates

Search for a document template using a name keyword

Example Prompts for Documint in Google ADK

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

"List all available Documint templates."

"Generate a new 'Event Ticket' with data: {'guest_name': 'Jane Smith', 'seat': 'A12'}."

"Show me the status of the last 5 generations."

Troubleshooting Documint MCP Server with Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

Documint + Google ADK FAQ

Common questions about integrating Documint 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.