U.S. Census Full — Complete Demographic & Economic Intelligence MCP Server for AutoGen 14 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add U.S. Census Full — Complete Demographic & Economic Intelligence as an MCP tool provider through the Vinkius and every agent in the group can access live data and take action.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="us_census_full_complete_demographic_economic_intelligence_agent",
tools=tools,
system_message=(
"You help users with U.S. Census Full — Complete Demographic & Economic Intelligence. "
"14 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
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 Full — Complete Demographic & Economic Intelligence MCP Server
The ultimate U.S. Census Mega-Server — 14 tools.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use U.S. Census Full — Complete Demographic & Economic Intelligence tools. Connect 14 tools through the Vinkius and assign role-based access — a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
14 Tools
- 👥 Population (5) — State, county, city, demographics
- 💰 Income (4) — Income, poverty, education, businesses
- 🏘️ Housing (5) — Values, rent, ownership, full profiles, generic query
Authentication
Requires a free API key from the Census Bureau.The U.S. Census Full — Complete Demographic & Economic Intelligence MCP Server exposes 14 tools through the Vinkius. Connect it to AutoGen 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 Full — Complete Demographic & Economic Intelligence to AutoGen via MCP
Follow these steps to integrate the U.S. Census Full — Complete Demographic & Economic Intelligence MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 14 tools from U.S. Census Full — Complete Demographic & Economic Intelligence automatically
Why Use AutoGen with the U.S. Census Full — Complete Demographic & Economic Intelligence MCP Server
AutoGen provides unique advantages when paired with U.S. Census Full — Complete Demographic & Economic Intelligence through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use U.S. Census Full — Complete Demographic & Economic Intelligence tools to solve complex tasks
Role-based architecture lets you assign U.S. Census Full — Complete Demographic & Economic Intelligence tool access to specific agents — a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive U.S. Census Full — Complete Demographic & Economic Intelligence tool calls
Code execution sandbox: AutoGen agents can write and run code that processes U.S. Census Full — Complete Demographic & Economic Intelligence tool responses in an isolated environment
U.S. Census Full — Complete Demographic & Economic Intelligence + AutoGen Use Cases
Practical scenarios where AutoGen combined with the U.S. Census Full — Complete Demographic & Economic Intelligence MCP Server delivers measurable value.
Collaborative analysis: one agent queries U.S. Census Full — Complete Demographic & Economic Intelligence while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from U.S. Census Full — Complete Demographic & Economic Intelligence, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using U.S. Census Full — Complete Demographic & Economic Intelligence data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process U.S. Census Full — Complete Demographic & Economic Intelligence responses in a sandboxed execution environment
U.S. Census Full — Complete Demographic & Economic Intelligence MCP Tools for AutoGen (14)
These 14 tools become available when you connect U.S. Census Full — Complete Demographic & Economic Intelligence to AutoGen via MCP:
get_business_patterns
From County Business Patterns (CBP) — the definitive dataset for understanding local economic activity and business concentration. Get County Business Patterns — establishments, employees, and payroll by county
get_county_profile
Get a comprehensive profile for a specific county
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_education_by_state
Education level is a key predictor of income, employment, and economic development. Get educational attainment for all states — bachelor's degree or higher
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_income_by_county
Critical for real estate analysis, business site selection, and understanding economic disparity within a state. Get median household income and poverty for all counties in a state
get_income_by_state
Median income is the single most-used economic indicator from the Census — it determines federal funding, cost-of-living adjustments, and market opportunity analysis. Get median household income and poverty rates for all states
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
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 Full — Complete Demographic & Economic Intelligence in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with U.S. Census Full — Complete Demographic & Economic Intelligence immediately.
"Give me a complete socioeconomic profile for Los Angeles County (037) in California (06)"
"Which state has the lowest median age?"
"Correlate rent prices with Bachelor Degree holders nationwide"
Troubleshooting U.S. Census Full — Complete Demographic & Economic Intelligence MCP Server with AutoGen
Common issues when connecting U.S. Census Full — Complete Demographic & Economic Intelligence to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"U.S. Census Full — Complete Demographic & Economic Intelligence + AutoGen FAQ
Common questions about integrating U.S. Census Full — Complete Demographic & Economic Intelligence MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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Connect U.S. Census Full — Complete Demographic & Economic Intelligence to AutoGen
Get your token, paste the configuration, and start using 14 tools in under 2 minutes. No API key management needed.