U.S. Census Housing — Home Values, Rent & Real Estate Data MCP Server for OpenAI Agents SDK 5 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect U.S. Census Housing — Home Values, Rent & Real Estate Data through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="U.S. Census Housing — Home Values, Rent & Real Estate Data Assistant",
instructions=(
"You help users interact with U.S. Census Housing — Home Values, Rent & Real Estate Data. "
"You have access to 5 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from U.S. Census Housing — Home Values, Rent & Real Estate Data"
)
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 U.S. Census Housing — Home Values, Rent & Real Estate Data MCP Server
U.S. Census housing data.
The OpenAI Agents SDK auto-discovers all 5 tools from U.S. Census Housing — Home Values, Rent & Real Estate Data through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries U.S. Census Housing — Home Values, Rent & Real Estate Data, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
5 Tools
- Housing by State — Values, rent, ownership
- Housing by County — Drill down into local markets
- State Profile — Full socioeconomic snapshot
- County Profile — Deep dive into specific counties
- Query Census — Run any custom API query
Authentication
Requires a free API key from the Census Bureau.The U.S. Census Housing — Home Values, Rent & Real Estate Data MCP Server exposes 5 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.
How to Connect U.S. Census Housing — Home Values, Rent & Real Estate Data to OpenAI Agents SDK via MCP
Follow these steps to integrate the U.S. Census Housing — Home Values, Rent & Real Estate Data MCP Server with OpenAI Agents SDK.
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 5 tools from U.S. Census Housing — Home Values, Rent & Real Estate Data
Why Use OpenAI Agents SDK with the U.S. Census Housing — Home Values, Rent & Real Estate Data MCP Server
OpenAI Agents SDK provides unique advantages when paired with U.S. Census Housing — Home Values, Rent & Real Estate Data 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
U.S. Census Housing — Home Values, Rent & Real Estate Data + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the U.S. Census Housing — Home Values, Rent & Real Estate Data MCP Server delivers measurable value.
Automated workflows: build agents that query U.S. Census Housing — Home Values, Rent & Real Estate Data, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries U.S. Census Housing — Home Values, Rent & Real Estate Data, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through U.S. Census Housing — Home Values, Rent & Real Estate Data tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query U.S. Census Housing — Home Values, Rent & Real Estate Data to resolve tickets, look up records, and update statuses without human intervention
U.S. Census Housing — Home Values, Rent & Real Estate Data MCP Tools for OpenAI Agents SDK (5)
These 5 tools become available when you connect U.S. Census Housing — Home Values, Rent & Real Estate Data to OpenAI Agents SDK via MCP:
get_county_profile
Get a comprehensive profile for a specific county
get_housing_by_county
Essential for real estate investors, developers, and market researchers. Get housing data for all counties in a state — values, rent, ownership
get_housing_by_state
renter-occupied, and vacant units for every state. The #1 dataset for real estate market analysis. Get housing data for all states — home values, rent, ownership rates, vacancies
get_state_profile
One query = complete state intelligence. Get a comprehensive socioeconomic profile for a state — population, income, housing, demographics
query_census
Specify ACS variables (e.g., B01003_001E for population), geography (state:*, county:*, place:*), optional in-clause for filtering, year, and dataset path. See api.census.gov/data.html for all available datasets and variables. Run a custom Census API query — any dataset, variables, and geography
Example Prompts for U.S. Census Housing — Home Values, Rent & Real Estate Data in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with U.S. Census Housing — Home Values, Rent & Real Estate Data immediately.
"What is the median home value in California?"
"How many houses are vacant in Nevada?"
"Use a custom query to find the renter to ownership ratio in Ohio"
Troubleshooting U.S. Census Housing — Home Values, Rent & Real Estate Data MCP Server with OpenAI Agents SDK
Common issues when connecting U.S. Census Housing — Home Values, Rent & Real Estate Data to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
U.S. Census Housing — Home Values, Rent & Real Estate Data + OpenAI Agents SDK FAQ
Common questions about integrating U.S. Census Housing — Home Values, Rent & Real Estate Data 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.Does the SDK support streaming responses?
Connect U.S. Census Housing — Home Values, Rent & Real Estate Data with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect U.S. Census Housing — Home Values, Rent & Real Estate Data to OpenAI Agents SDK
Get your token, paste the configuration, and start using 5 tools in under 2 minutes. No API key management needed.