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 OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Documint
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Documint through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

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 agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Documint Assistant",
            instructions=(
                "You help users interact with Documint. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Documint"
        )
        print(result.final_output)

asyncio.run(main())

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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.

The OpenAI Agents SDK auto-discovers all 10 tools from Documint through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Documint, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP

Follow these steps to integrate the Documint MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from Documint

Why Use OpenAI Agents SDK with the Documint MCP Server

OpenAI Agents SDK provides unique advantages when paired with Documint through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Documint + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Documint MCP Server delivers measurable value.

Automated workflows: build agents that query Documint, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries Documint, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Documint tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Documint to resolve tickets, look up records, and update statuses without human intervention

Documint MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Documint to OpenAI Agents SDK 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 OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK

Common issues when connecting Documint to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Documint + OpenAI Agents SDK FAQ

Common questions about integrating Documint MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.