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 AutoGen 10 tools — connect in under 2 minutes

Name: Documint
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Documint as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="documint_agent",
            tools=tools,
            system_message=(
                "You help users with Documint. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Documint tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

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 AutoGen 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 AutoGen via MCP

Follow these steps to integrate the Documint MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 10 tools from Documint automatically

Why Use AutoGen with the Documint MCP Server

AutoGen provides unique advantages when paired with Documint through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Documint tools to solve complex tasks

Role-based architecture lets you assign Documint tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Documint tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Documint tool responses in an isolated environment

Documint + AutoGen Use Cases

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

Collaborative analysis: one agent queries Documint while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Documint, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Documint data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Documint responses in a sandboxed execution environment

Documint MCP Tools for AutoGen (10)

These 10 tools become available when you connect Documint to AutoGen 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 AutoGen

Ready-to-use prompts you can give your AutoGen 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 AutoGen

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

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Documint + AutoGen FAQ

Common questions about integrating Documint MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Documint tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.