AgentFire MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 10 tools to Check Agentfire Status, Create Lead, Get Lead, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect AgentFire through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this App Connector for OpenAI Agents SDK
The AgentFire app connector for OpenAI Agents SDK is a standout in the Real Estate category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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="AgentFire Assistant",
instructions=(
"You help users interact with AgentFire. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from AgentFire"
)
print(result.final_output)
asyncio.run(main())
* 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 AgentFire MCP Server
Connect your AgentFire account to any AI agent and take full control of your real estate website and automated lead capture workflows through natural conversation.
The OpenAI Agents SDK auto-discovers all 10 tools from AgentFire through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries AgentFire, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Lead Portfolio Orchestration — List and manage all captured property inquiries programmatically, retrieving detailed lead profile metadata and contact tags
- Web Engagement Intelligence — Programmatically monitor property clicks and access engagement metadata to coordinate your sales follow-up strategy
- Property Graph Monitoring — Access real-time updates for active listings and track user interaction duration directly through your agent for instant reporting
- Metadata Management — Programmatically retrieve interest signals and search history to maintain a perfectly coordinated CRM record
- Operational Monitoring — Verify account-level API connectivity and monitor lead capture volume directly through your agent for perfectly coordinated service scaling
The AgentFire 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.
All 10 AgentFire tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to AgentFire through Vinkius, your AI agent gets direct access to every tool listed below — spanning property-listings, real-estate-marketing, lead-capture, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Verify AgentFire API connectivity
Email is required. Create a new lead
Get lead details
Get listing details
Get your AgentFire profile
List all contacts
List all leads
List all property listings
Search property listings
Only provided fields are changed. Update a lead
Connect AgentFire to OpenAI Agents SDK via MCP
Follow these steps to wire AgentFire into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the AgentFire MCP Server
OpenAI Agents SDK provides unique advantages when paired with AgentFire 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
AgentFire + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the AgentFire MCP Server delivers measurable value.
Automated workflows: build agents that query AgentFire, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries AgentFire, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through AgentFire tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query AgentFire to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for AgentFire in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with AgentFire immediately.
"List all new leads captured in AgentFire this week."
"Show the property interest for lead ID 'lead_123'."
"Check for any active listings with zero engagement this month."
Troubleshooting AgentFire MCP Server with OpenAI Agents SDK
Common issues when connecting AgentFire to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
AgentFire + OpenAI Agents SDK FAQ
Common questions about integrating AgentFire MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.