HUD Fair Market Rents MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 8 tools to Get Fmr Data, Get Il Data, Get Mtsp Il Data, and more

Name: HUD Fair Market Rents
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

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

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The HUD Fair Market Rents MCP Server for OpenAI Agents SDK is a standout in the Real Estate category — giving your AI agent 8 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

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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="HUD Fair Market Rents Assistant",
            instructions=(
                "You help users interact with HUD Fair Market Rents. "
                "You have access to 8 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from HUD Fair Market Rents"
        )
        print(result.final_output)

asyncio.run(main())

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* 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 HUD Fair Market Rents MCP Server

Connect directly to the U.S. Department of Housing and Urban Development (HUD) API to retrieve critical housing and economic data through natural conversation. This server provides comprehensive access to Fair Market Rents (FMR) and Income Limits (IL) across the United States.

The OpenAI Agents SDK auto-discovers all 8 tools from HUD Fair Market Rents through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries HUD Fair Market Rents, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Geographic Discovery — List all states, counties, and metropolitan areas with their corresponding FIPS and CBSA codes.
Fair Market Rents (FMR) — Fetch detailed rent data for specific counties or metro areas, or retrieve entire statewide datasets for comparative analysis.
Income Limits (IL) — Access median income data and limits for very low, extremely low, and low-income families by entity ID.
MTSP Data — Retrieve Multifamily Tax Subsidy Project income limits for specific housing projects.
Historical Analysis — Query data for specific years to track housing market trends.

The HUD Fair Market Rents MCP Server exposes 8 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 8 HUD Fair Market Rents tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to HUD Fair Market Rents through Vinkius, your AI agent gets direct access to every tool listed below — spanning housing-data, economic-indicators, public-records, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

get

Get fmr data on HUD Fair Market Rents

Get Fair Market Rent (FMR) data by entity ID

get

Get il data on HUD Fair Market Rents

Get Income Limits (IL) data by entity ID

get

Get mtsp il data on HUD Fair Market Rents

Get Multifamily Tax Subsidy Project (MTSP) Income Limits data

get

Get state fmr data on HUD Fair Market Rents

Get Statewide Fair Market Rent (FMR) data

get

Get state il data on HUD Fair Market Rents

Get Statewide Income Limits (IL) data

list

List counties on HUD Fair Market Rents

List all counties in a specific state

list

List metro areas on HUD Fair Market Rents

List all Metropolitan areas

list

List states on HUD Fair Market Rents

List all states and territories

Connect HUD Fair Market Rents to OpenAI Agents SDK via MCP

Follow these steps to wire HUD Fair Market Rents into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

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

Run the script

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

Explore tools

The agent will automatically discover 8 tools from HUD Fair Market Rents

Why Use OpenAI Agents SDK with the HUD Fair Market Rents MCP Server

OpenAI Agents SDK provides unique advantages when paired with HUD Fair Market Rents 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

HUD Fair Market Rents + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the HUD Fair Market Rents MCP Server delivers measurable value.

Automated workflows: build agents that query HUD Fair Market Rents, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries HUD Fair Market Rents, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through HUD Fair Market Rents tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query HUD Fair Market Rents to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for HUD Fair Market Rents in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with HUD Fair Market Rents immediately.

"List all US states and their codes."

"Show me the Fair Market Rent data for the state of Florida."

"What are the income limits for entity ID 0603799999?"

Troubleshooting HUD Fair Market Rents MCP Server with OpenAI Agents SDK

Common issues when connecting HUD Fair Market Rents to OpenAI Agents SDK through Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

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

Agent not calling tools

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

HUD Fair Market Rents + OpenAI Agents SDK FAQ

Common questions about integrating HUD Fair Market Rents MCP Server with OpenAI Agents SDK.

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.