How to Use the Documo MCP in OpenAI Agents SDK

Q: How do I connect the Documo MCP Server to my OpenAI Agents SDK project?

Install the library with pip, then initialize MCPServerStreamableHttp using your Vinkius endpoint. Pass this server instance directly to your agent constructor, setting cacheToolsList=True to keep tool discovery fast.

Q: Can my OpenAI Agents SDK system handle routing based on Documo user accounts?

Yes, your agent can call listdocumousers to see who is active in your organization. This lets the agent route specific fax details or delivery failures to the correct team member automatically.

Q: Does this Documo MCP Server integration with OpenAI Agents SDK support rate limit tracking?

Your agent uses getdocumoaccountmetadata to verify current usage limits. This prevents your system from hitting API caps during high-volume document runs.

Q: How do I list active numbers assigned to my account?

Run listassignedfaxnumbers to get a complete list of your active lines. Your agent uses this to confirm where incoming faxes are landing before running a search.

Run your OpenAI Agents SDK with direct access to Documo digital faxes and live transmission logs.

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Connect Documo MCP to OpenAI Agents SDK

Create your Vinkius account to connect Documo to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Documo with OpenAI Agents SDK

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Audit fax volume inside OpenAI Agents SDK

`quick_fax_volume_audit` provides your agent with immediate success rates and transmission volumes. This MCP tool exposes structural operational metrics directly to your run loop, bypassing manual dashboard checks. The model triggers this call when evaluating system performance or diagnosing bulk delivery drops. You get raw numbers on successful and failed transmissions, allowing your agent to decide if it needs to switch routing paths or notify engineering.

Track and handle failed fax deliveries

`list_failed_fax_deliveries` isolates broken transmissions so your agent can trigger automated retries or alert support. It acts as an early warning system for document ingestion pipelines. By combining this with `get_fax_details`, your agent inspects the precise error state of a stuck transmission. It then routes the failure details to your guardrails, ensuring no corrupted files stall your production queues.

Locate specific recipients with this MCP Server

`search_faxes_by_recipient` queries your entire fax history for matches against specific numbers or recipient IDs. Your agent runs this lookup to match incoming documents with client profiles. It pairs naturally with `list_received_digital_faxes` to pull down fresh documents as they hit your account. This setup lets your system process incoming paper trails without human intervention.

Setup guide

Set up Documo MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Documo tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Documo tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Documo tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Documo Agent",
            instructions="You have access to Documo tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Documo. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Documo MCP in OpenAI Agents SDK

Install the library with pip, then initialize `MCPServerStreamableHttp` using your Vinkius endpoint. Pass this server instance directly to your agent constructor, setting `cacheToolsList=True` to keep tool discovery fast.

Yes, your agent can call `list_documo_users` to see who is active in your organization. This lets the agent route specific fax details or delivery failures to the correct team member automatically.

Your agent uses `get_documo_account_metadata` to verify current usage limits. This prevents your system from hitting API caps during high-volume document runs.

Run `list_assigned_fax_numbers` to get a complete list of your active lines. Your agent uses this to confirm where incoming faxes are landing before running a search.

All fax transmissions, recipient metadata, and account details remain inside Vinkius's secure, zero-trust sandbox. The server only passes metadata to your OpenAI runtime, keeping the actual document payloads isolated and encrypted in transit.

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