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Loc8n Geographic Data logo
Health: ActiveRecent health check succeeded.Last checked 9/7/2026, 8:10:47 PM

Loc8n Geographic Data

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe havenโ€™t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time โ€” check back soon.
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U.S. demographics, housing, mortgage, migration, and employment data via loc8n API

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent โ€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON โ–พ

Client Config & Setup

Remote HTTP
Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "loc8n-geographic-data": {
      "url": "https://loc8n.com"
    }
  }
}

๐Ÿ’ก Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Directory Badge Claim listing Alternatives๐Ÿ’ป More in Developer Tools

Documentation Overview

@gener8v/mcp-geographic-data

MCP server for the loc8n Geographic Data API. Exposes U.S. demographics, housing, mortgage, migration, employment, and geographic data as tools for any MCP-compatible client (Claude Desktop, Claude Code, Cursor, etc.).

Quick Start

Terminal
npm install -g @gener8v/mcp-geographic-data

Set your API key:

server.ts
export LOC8N_API_KEY="your-api-key"

Get a key at loc8n.com.

Usage

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

config.json
{
  "mcpServers": {
    "geographic-data": {
      "command": "mcp-geographic-data",
      "env": {
        "LOC8N_API_KEY": "your-api-key"
      }
    }
  }
}

Claude Code

Add to your project's .mcp.json:

config.json
{
  "mcpServers": {
    "geographic-data": {
      "command": "mcp-geographic-data",
      "env": {
        "LOC8N_API_KEY": "your-api-key"
      }
    }
  }
}

Hosted SSE (no install required)

Connect any MCP-compatible client directly to the hosted server at mcp.loc8n.com. Pass your API key as a query parameter or Authorization header:

Code
SSE endpoint: https://mcp.loc8n.com/sse?apiKey=YOUR_API_KEY

Or with a Bearer token:

Code
GET https://mcp.loc8n.com/sse
Authorization: Bearer YOUR_API_KEY

Each connection gets an isolated session โ€” your API key is used for all requests and usage is tracked against your account.

Cursor

Add to your Cursor MCP settings:

config.json
{
  "mcpServers": {
    "geographic-data": {
      "url": "https://mcp.loc8n.com/sse?apiKey=YOUR_API_KEY"
    }
  }
}

Windsurf

Add to ~/.codeium/windsurf/mcp_config.json:

config.json
{
  "mcpServers": {
    "geographic-data": {
      "serverUrl": "https://mcp.loc8n.com/sse?apiKey=YOUR_API_KEY"
    }
  }
}

Self-Hosted SSE

Run the server locally for development or custom deployments:

bash
mcp-geographic-data --transport sse --port 3100

Endpoints:

  • SSE: http://localhost:3100/sse
  • Messages: http://localhost:3100/messages
  • Health: http://localhost:3100/health

Tools (23)

Geographic Lookup

ToolDescription
lookup_zip_codeGet details for a ZIP code (city, county, state, coordinates)
search_zip_codes_by_cityFind ZIP codes for a city/state
find_zip_codes_in_radiusFind ZIP codes within a radius of a point
calculate_zip_code_distanceCalculate distance between two ZIP codes
search_areasSearch counties, states, or metro areas by name

Demographics

ToolDescription
get_demographicsFull demographic profile (population, income, education, etc.)
get_demographics_categorySingle demographic category in detail
get_demographics_trendYear-over-year demographic trends
compare_demographicsSide-by-side comparison of two areas

Housing & Market Data

ToolDescription
get_fair_market_rentHUD Fair Market Rent by bedroom count
get_fmr_trendFair Market Rent trends over time

Mortgage & Lending

ToolDescription
get_mortgage_summaryHMDA mortgage origination summary
get_mortgage_trendsMortgage lending trends over time
compare_mortgageSide-by-side mortgage comparison of two areas

Migration

ToolDescription
get_migration_summaryIRS SOI migration inflows/outflows
get_migration_flowsTop origin/destination flows for an area
get_migration_trendsMigration trends across year pairs

Employment

ToolDescription
get_employmentLODES employment profile (jobs, sectors, wages)
get_employment_trendEmployment trends over time
compare_employmentSide-by-side employment comparison
get_commute_flowsTop commute origins/destinations

Geocoding

ToolDescription
geocode_addressConvert address to coordinates and FIPS codes
reverse_geocodeConvert coordinates to address and area identifiers

Resources (7)

URIDescription
data://demographics/available-yearsAvailable years for ACS demographics data
data://fmr/available-yearsAvailable years for HUD Fair Market Rent data
data://mortgage/available-yearsAvailable years for HMDA mortgage data
data://migration/available-yearsAvailable year pairs for IRS migration data
data://employment/available-yearsAvailable years for LODES employment data
data://tiersSubscription tier definitions and permissions
data://auth/contextCurrent API key tier, permissions, and rate limits

Environment Variables

VariableRequiredDefaultDescription
LOC8N_API_KEYYesโ€”API key for the loc8n Geographic Data API
LOC8N_API_BASE_URLNohttps://api.loc8n.comAPI base URL

CLI Options

Code
mcp-geographic-data [options]

  --transport <stdio|sse>  Transport protocol (default: stdio)
  --port <number>          Port for SSE transport (default: 3100)
  --help, -h               Show help

License

MIT

Read the full README โ†’View source on GitHub โ†’

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Reviews

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Frequently Asked Questions about Loc8n Geographic Data

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "loc8n-geographic-data": { "command": "npx", "args": ["-y", "loc8n Geographic Data"] } }

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Technical Specs & Signals

Category๐Ÿ’ปDeveloper Tools
More technical detailsExpand โ–พ
TransportSSE (Remote)
RuntimeNode.js
Last updatedSep 7, 2026
Views0
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36Quality signal: Fair ยท 36/100How this signal is calculated โ–พ
Server availabilityNot measured

Not scored for repo-hosted servers โ€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools16/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data โ€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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