How to Use the DoorLoop MCP in OpenAI Agents SDK

Q: How do I connect the DoorLoop MCP Server to my OpenAI Agents SDK pipeline?

Install openai-agents and initialize the server using the streamable HTTP transport parameter. Pass the server instance directly into your agent's constructor to let it auto-discover all twelve property management tools instantly.

Build safety-first property agents with OpenAI Agents SDK to manage your rental portfolio without manual oversight using this MCP server.

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Connect DoorLoop MCP to OpenAI Agents SDK

Create your Vinkius account to connect DoorLoop 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 DoorLoop with OpenAI Agents SDK

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Automate maintenance dispatch with strict guardrails

Stop letting your AI run wild with maintenance budgets. This MCP integration lets your agent check active vendor lists with `list_vendors` and file work orders via `create_work_order` only after validating the tenant's issue. You set the guardrails directly in your Python code, so your agent never accidentally dispatches a plumber for a loose faucet. The OpenAI Agents SDK handles the verification step before calling the API. It makes sure the tenant details retrieved via `get_tenant_details` match the unit ID before the agent can write anything to your database.

Run multi-agent handoffs via OpenAI Agents SDK

Use specialized agents that pass tasks to each other when dealing with incoming leads. One agent can pull active agreements using `list_leases` and hand off the prospect to a negotiation agent if their lease is expiring. This keeps your code modular and stops a single agent from trying to do too much at once. You track every single handoff and tool execution in the OpenAI dashboard. When an agent pulls a rent roll using `get_rent_roll_report`, you see the exact token usage and transition trace in your logs.

Track prospects from application to lease sign-off

Let your AI client monitor your pipeline. The agent uses `list_prospects` to find new applicants, then pulls unit availability with `list_units` to find a match. It does this by running async tool calls in the background without blocking your main event loop. Once a prospect is approved, the agent fetches the lease parameters using `get_lease_details`. This keeps your property managers focused on physical tours while your Python agents handle the digital paperwork.

Setup guide

Set up DoorLoop 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 DoorLoop tools at runtime.
3

Create your Agent

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

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate DoorLoop 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="DoorLoop Agent",
            instructions="You have access to DoorLoop tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Common questions about DoorLoop MCP in OpenAI Agents SDK

Install `openai-agents` and initialize the server using the streamable HTTP transport parameter. Pass the server instance directly into your agent's constructor to let it auto-discover all twelve property management tools instantly.

Yes. You define these boundaries in your agent's guardrail configuration. For example, you can restrict a customer-facing agent to only read data with `list_units` while blocking it from using `create_work_order`.

The SDK manages API rate limits through built-in retry logic. When your agent runs `get_rent_roll_report`, the transport layer pauses and retries if it hits any platform throttling.

Every tool call is logged directly in your OpenAI developer dashboard. You can trace exactly when and why an agent accessed `get_property_details` or updated a file.

Your DoorLoop API keys and tenant records are isolated in Vinkius's secure V8 sandboxes. No rental data or financial figures from `get_rent_roll_report` are ever cached or used to train public models.

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