How to Use the Albacross MCP in OpenAI Agents SDK

Q: Can Albacross identify visitors in real-time via OpenAI Agents SDK?

Yes, as long as you pass the visitor's IP to the identifycompanybyip tool. Your agent will receive the company profile instantly for further decision-making.

Q: What happens if the API rate limit is reached?

The server provides getusagestats so you can build a check into your loop. If you hit the ceiling, the tool returns the current limit status so your agent can pause gracefully.

Plug Albacross into your OpenAI Agents SDK pipeline to turn anonymous web traffic into actionable lead data.

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Connect Albacross MCP to OpenAI Agents SDK

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

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Trace visitor identity with OpenAI Agents SDK

Call `identify_company_by_ip` to resolve visitor IPs directly within your agent workflow. You'll get the company name and metadata injected into your agent's context immediately. This MCP server provides the data your agent needs to trigger follow-up actions. Use it to filter out low-intent traffic before it hits your sales pipeline.

Monitor your Albacross lead flow

Run `list_leads` to pull the latest identified companies into your Python environment. The OpenAI Agents SDK then processes these records against your custom logic. Keep track of your API consumption by calling `get_usage_stats`. You'll know exactly when you're approaching your limits without checking the dashboard.

Manage your marketing segments

Fetch active segments with `list_segments` and pass them to your agent for automated filtering. It makes sorting through thousands of leads a background task. Use `list_workflows` to see which automation sequences are currently active. Your agent can then decide if a lead needs manual intervention or a specific email sequence.

Setup guide

Set up Albacross 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 Albacross tools at runtime.
3

Create your Agent

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

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Albacross 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="Albacross Agent",
            instructions="You have access to Albacross 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 Albacross MCP in OpenAI Agents SDK

Install the required dependencies and initialize the MCPServerStreamableHttp class with your endpoint. Pass that instance into your agent constructor to let the framework handle tool discovery automatically.

Yes, as long as you pass the visitor's IP to the `identify_company_by_ip` tool. Your agent will receive the company profile instantly for further decision-making.

You should set cacheToolsList to true in your configuration. This stops the agent from re-querying the tool schema unnecessarily, saving you time during execution.

The server provides `get_usage_stats` so you can build a check into your loop. If you hit the ceiling, the tool returns the current limit status so your agent can pause gracefully.

We handle your identification data inside a memory-isolated sandbox. The Albacross server only processes raw IP strings and returns company metadata without storing your sensitive credentials.

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