FIPS (Federal Information Processing Standard) codes are numbers used by the government to uniquely identify states, counties, and places. E.g., California is 06, Los Angeles County is 037.

Which census survey do you use?

We use the American Community Survey (ACS) 5-Year estimates, which provide the most reliable, detailed, and broad demographic data annually.

Are undocumented immigrants counted?

Yes, the Census Bureau attempts to count all residents regardless of immigration status, though this group is historically harder to count accurately.

U.S. Census Population — Demographics, Age & Diversity MCP Server for OpenAI Agents SDK 5 tools — connect in under 2 minutes

Name: U.S. Census Population — Demographics, Age & Diversity
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 5 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect U.S. Census Population — Demographics, Age & Diversity through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

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="U.S. Census Population — Demographics, Age & Diversity Assistant",
            instructions=(
                "You help users interact with U.S. Census Population — Demographics, Age & Diversity. "
                "You have access to 5 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from U.S. Census Population — Demographics, Age & Diversity"
        )
        print(result.final_output)

asyncio.run(main())

U.S. Census Population — Demographics, Age & Diversity

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Population — Demographics, Age & Diversity MCP Server

U.S. Census demographic data.

The OpenAI Agents SDK auto-discovers all 5 tools from U.S. Census Population — Demographics, Age & Diversity through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries U.S. Census Population — Demographics, Age & Diversity, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

5 Tools

State Population — View 50 states + DC
County Population — Drill down into counties
City/Place Population — Get local data
State Demographics — Race and ethnicity by state
County Demographics — Race and ethnicity by county

Authentication

Requires a free API key from the Census Bureau.

The U.S. Census Population — Demographics, Age & Diversity 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 Population — Demographics, Age & Diversity to OpenAI Agents SDK via MCP

Follow these steps to integrate the U.S. Census Population — Demographics, Age & Diversity 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 Population — Demographics, Age & Diversity

Why Use OpenAI Agents SDK with the U.S. Census Population — Demographics, Age & Diversity MCP Server

OpenAI Agents SDK provides unique advantages when paired with U.S. Census Population — Demographics, Age & Diversity 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 Population — Demographics, Age & Diversity + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the U.S. Census Population — Demographics, Age & Diversity MCP Server delivers measurable value.

Automated workflows: build agents that query U.S. Census Population — Demographics, Age & Diversity, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries U.S. Census Population — Demographics, Age & Diversity, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through U.S. Census Population — Demographics, Age & Diversity tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query U.S. Census Population — Demographics, Age & Diversity to resolve tickets, look up records, and update statuses without human intervention

U.S. Census Population — Demographics, Age & Diversity MCP Tools for OpenAI Agents SDK (5)

These 5 tools become available when you connect U.S. Census Population — Demographics, Age & Diversity to OpenAI Agents SDK via MCP:

get_demographics_by_county

Get racial and ethnic demographics for all counties in a state

get_demographics_by_state

Essential for diversity analysis, market segmentation, and policy research. Get racial and ethnic demographics for all states — White, Black, Asian, Hispanic, foreign-born

get_population_by_city

This includes incorporated cities and Census Designated Places. Get population for all cities/towns/places within a state

get_population_by_county

Use state FIPS codes: CA=06, TX=48, NY=36, FL=12, IL=17, PA=42, OH=39, GA=13, NC=37, MI=26, etc. Get population and median age for all counties in a state

get_population_by_state

The ACS is the most comprehensive demographic survey in the U.S., sampling 3.5 million households annually. Get total population and median age for all 50 U.S. states + DC

Example Prompts for U.S. Census Population — Demographics, Age & Diversity in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with U.S. Census Population — Demographics, Age & Diversity immediately.

"What is the population and median age of California vs Texas?"

"Show the Hispanic and Asian population for Florida"

"What is the most populated county in New York State?"

Troubleshooting U.S. Census Population — Demographics, Age & Diversity MCP Server with OpenAI Agents SDK

Common issues when connecting U.S. Census Population — Demographics, Age & Diversity to OpenAI Agents SDK through the 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.

U.S. Census Population — Demographics, Age & Diversity + OpenAI Agents SDK FAQ

Common questions about integrating U.S. Census Population — Demographics, Age & Diversity 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.