What is County Business Patterns (CBP)?

CBP is an annual series that provides subnational economic data by industry. This server uses it to return total business establishments, employees, and annual payroll by county.

Does income include taxes?

Median household income reported by the Census represents pre-tax (gross) income from all sources.

Can it separate individual vs household income?

The primary metrics fetched here are Household metrics as they give the highest fidelity snapshot of local living conditions.

U.S. Census Income — Median Income, Poverty & Economy MCP Server for Claude Desktop 4 tools — connect in under 2 minutes

Name: U.S. Census Income — Median Income, Poverty & Economy
Availability: InStock
Author: Vinkius

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Claude Desktop is Anthropic's native application for interacting with Claude AI models on macOS and Windows. It was the first consumer application to ship with built-in MCP support, making it the reference implementation for the Model Context Protocol standard.

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Classic Setup·json

{
  "mcpServers": {
    "us-census-income-median-income-poverty-economy": {
      // Your Vinkius token. get it at cloud.vinkius.com
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

U.S. Census Income — Median Income, Poverty & Economy

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High SecurityEnterprise-grade

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EU AI ActCompliant

DLPData protection

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Ed25519Audit chain

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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 Income — Median Income, Poverty & Economy MCP Server

U.S. Census economic data.

Claude Desktop is the definitive way to connect U.S. Census Income — Median Income, Poverty & Economy to your AI workflow. Add Vinkius Edge URL to your config, restart the app, and Claude immediately exposes all 4 tools in the chat interface. ask a question, Claude calls the right tool, and you see the answer. Zero code, zero context switching.

4 Tools

Income by State — Median income & poverty rates
Income by County — Drill down into local economies
Education by State — Bachelor's degree attainment
Business Patterns — County-level business activity

Authentication

Requires a free API key from the Census Bureau.

The U.S. Census Income — Median Income, Poverty & Economy MCP Server exposes 4 tools through the Vinkius. Connect it to Claude Desktop 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 Income — Median Income, Poverty & Economy to Claude Desktop via MCP

Follow these steps to integrate the U.S. Census Income — Median Income, Poverty & Economy MCP Server with Claude Desktop.

Open Claude Desktop Settings

Go to Settings → Developer → Edit Config to open claude_desktop_config.json

Add the MCP Server

Paste the configuration above into the mcpServers section

Restart Claude Desktop

Close and reopen Claude Desktop to load the new server

Start using U.S. Census Income — Median Income, Poverty & Economy

Look for the 🔌 icon in the chat. your 4 tools are now available

Why Use Claude Desktop with the U.S. Census Income — Median Income, Poverty & Economy MCP Server

Claude Desktop by Anthropic provides unique advantages when paired with U.S. Census Income — Median Income, Poverty & Economy through the Model Context Protocol.

Claude Desktop is the reference MCP client. it was designed alongside the protocol itself, ensuring the most complete and stable MCP implementation available

Zero-code configuration: add a server URL to a JSON file and Claude instantly discovers and exposes all available tools in the chat interface

Claude's extended thinking capability lets it reason through multi-step tool usage, chaining multiple API calls to answer complex questions

Enterprise-grade security with local config storage. your tokens never leave your machine, and connections go directly to Vinkius Edge network

U.S. Census Income — Median Income, Poverty & Economy + Claude Desktop Use Cases

Practical scenarios where Claude Desktop combined with the U.S. Census Income — Median Income, Poverty & Economy MCP Server delivers measurable value.

Interactive data exploration: ask Claude to query DNS records, look up WHOIS data, and cross-reference results in a single conversation

Ad-hoc security audits: type a domain name and let Claude enumerate subdomains, check DNS history, and flag configuration anomalies. all through natural language

Executive briefings: generate comprehensive domain intelligence reports by asking Claude to compile findings into a formatted summary

Learning and training: new team members can explore API capabilities conversationally without needing to read documentation

U.S. Census Income — Median Income, Poverty & Economy MCP Tools for Claude Desktop (4)

These 4 tools become available when you connect U.S. Census Income — Median Income, Poverty & Economy to Claude Desktop 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_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_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

Example Prompts for U.S. Census Income — Median Income, Poverty & Economy in Claude Desktop

Ready-to-use prompts you can give your Claude Desktop agent to start working with U.S. Census Income — Median Income, Poverty & Economy immediately.

"What is the median household income in New York state?"

"Compare poverty levels down the counties of Illinois"

"Show the business patterns for restaurants in Texas"

Troubleshooting U.S. Census Income — Median Income, Poverty & Economy MCP Server with Claude Desktop

Common issues when connecting U.S. Census Income — Median Income, Poverty & Economy to Claude Desktop through the Vinkius, and how to resolve them.

Server not appearing after restart

Ensure the JSON is valid (no trailing commas). Check the file path: ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\\Claude\\ (Windows).

Authentication error

Verify your Vinkius token is correct. Go to cloud.vinkius.com to regenerate it if needed.

Tools not showing in chat

Click the 🔌 icon at the bottom of the chat input. If it shows 0 tools, the server may still be connecting. wait a few seconds.

U.S. Census Income — Median Income, Poverty & Economy + Claude Desktop FAQ

Common questions about integrating U.S. Census Income — Median Income, Poverty & Economy MCP Server with Claude Desktop.

How does Claude Desktop discover MCP tools?

When Claude Desktop starts, it reads the claude_desktop_config.json file and connects to each configured MCP server. It calls the tools/list endpoint to fetch the schema for every available tool, then surfaces them as clickable options in the chat interface via the 🔌 icon.

What happens if the MCP server is temporarily unavailable?

Claude Desktop handles disconnections gracefully. if the server is unreachable at startup, the tools simply won't appear. Once the server becomes available again, restarting Claude Desktop will re-establish the connection. There is no timeout penalty or error loop.

Can I connect multiple MCP servers simultaneously?

Yes. You can add as many servers as you need in the mcpServers section of the config file. Each server appears as a separate tool provider, and Claude can use tools from multiple servers in a single conversation turn.

Is there a limit on the number of tools per server?

Claude Desktop can handle hundreds of tools per server. However, for optimal LLM performance, Vinkius servers are designed to expose focused, well-documented tool sets rather than overwhelming the model with too many options.

Does Claude Desktop support Streamable HTTP transport?

Yes. Claude Desktop supports both SSE (Server-Sent Events) and the newer Streamable HTTP transport that Vinkius uses. Simply provide the server URL. Claude auto-negotiates the transport protocol.