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Documo MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools SDK

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

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

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

asyncio.run(main())
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About Documo MCP Server

Integrate Documo, the next-generation digital fax and document workflow platform (mFax), directly into your AI workflow. Manage your inbound and outbound faxes, track assigned fax numbers, monitor transmission logs and delivery receipts, and oversee user access using natural language.

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

What you can do

  • Fax Oversight — List and retrieve detailed information and delivery status for all your digital fax transmissions.
  • Line Management — Access and monitor all fax numbers assigned to your Documo account and their associated users.
  • Transmission Intelligence — Monitor real-time transmission logs, page counts, and secure delivery receipts via chat.
  • User Auditing — List and retrieve profile information for all users registered in your Documo organization.

The Documo 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 Documo to OpenAI Agents SDK via MCP

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

01

Install the SDK

Run pip install openai-agents in your Python environment

02

Replace the token

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

03

Run the script

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

04

Explore tools

The agent will automatically discover 10 tools from Documo

Why Use OpenAI Agents SDK with the Documo MCP Server

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

01

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

02

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

03

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

04

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

Documo + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Documo MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Documo to OpenAI Agents SDK via MCP:

01

get_documo_account_metadata

Retrieve metadata and usage limits for your Documo account

02

get_fax_details

Get detailed information and status for a specific fax

03

list_assigned_fax_numbers

List all fax numbers assigned to your Documo account

04

list_digital_faxes

List all digital faxes in your Documo/mFax account

05

list_documo_users

List all users registered in your Documo organization

06

list_failed_fax_deliveries

Identify faxes that failed to transmit correctly (mock logic)

07

list_latest_fax_transmissions

Identify the most recently sent or received faxes

08

list_received_digital_faxes

Identify faxes that have been received by your organization

09

quick_fax_volume_audit

Retrieve a high-level summary of fax transmissions and success rates

10

search_faxes_by_recipient

Search for faxes matching a recipient number or identifier

Example Prompts for Documo in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Documo immediately.

01

"List the most recently sent faxes."

02

"Show me all fax numbers assigned to our account."

03

"Check the status of fax 'FAX-9988'."

Troubleshooting Documo MCP Server with OpenAI Agents SDK

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

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

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

Documo + OpenAI Agents SDK FAQ

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

01

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.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

Connect Documo to OpenAI Agents SDK

Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.