loc8n Geographic Data

Install

Works with Claude Code, VS Code, Codex, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/gener8v-thomas-mcp-geographic-data

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

23 read · 0 write · 0 deleteRead-only

Secrets

2 (API keys, tokens or passwords)

Install scripts

Not scanned yet

Runs as

Node.js package

Tools (23)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• calculate_zip_code_distanceCalculate ZIP Code Distanceread-only

  Calculate the distance between two ZIP codes using either the Haversine or Vincenty formula. Returns origin/destination details and the computed distance.

• compare_demographicsCompare Demographicsread-only

  Compare demographics side by side for two to ten ZIP codes. Returns each ZIP's demographic profile plus summary comparison ranges (population, income, housing).

• compare_employmentCompare Employmentread-only

  Compare employment data for multiple areas side by side (2-10 areas). All geoids must share the same area type. Returns per-area metrics including total jobs, industry mix, earnings, and age breakdown.

• compare_mortgageCompare Mortgage Dataread-only

  Compare mortgage lending metrics across 2-5 geographic areas for a single HMDA data year. All areas must be the same geographic level (tract, county, or state). Returns side-by-side summaries including origination count, denial rate, median loan amount, and loan type/purpose breakdowns for each area. Source: CFPB/FFIEC HMDA.

• find_zip_codes_in_radiusFind ZIP Codes in Radiusread-only

  Find all ZIP codes within a given radius of a center ZIP code. Returns each nearby ZIP with its distance from the center.

• geocode_addressGeocode Addressread-only

  Convert a street address or place name into geographic coordinates. Returns up to 'limit' candidate results with coordinates, formatted address, address components, confidence score, and provider name. The optional 'country' parameter biases (but does not strictly filter) results toward the given country.

• get_commute_flowsGet Commute Flowsread-only

  Retrieve commute flow (origin-destination) data for a county or state. Shows where workers come from (inbound) or where residents commute to (outbound). Returns top flow pairs with job counts and a 3-supersector industry breakdown (Goods Producing, Trade/Transport/Utilities, All Other Services). Note: this uses OD data with a coarser industry breakdown than the 20-sector NAICS detail available in single-area employment summaries. Not available at the tract level.

• get_demographicsGet Demographicsread-only

  Retrieve a full demographic profile (population, income, housing, education, employment, households) for a single geographic area such as a ZIP code, county, state, place, CBSA, census tract, or block group.

• get_demographics_categoryGet Demographics by Categoryread-only

  Retrieve specific demographic categories (e.g. population, income, housing) for a geographic area. Use this instead of get_demographics when you only need a subset of categories to keep the response concise.

• get_demographics_trendGet Demographics Trendread-only

  Retrieve historical demographic data across multiple years for a single geographic area, useful for analysing population growth, income changes, or housing trends over time.

• get_employmentGet Employment Dataread-only

  Retrieve employment data for a single geographic area. Returns total jobs, industry mix by NAICS sector, earnings distribution, and age breakdown. The 'perspective' parameter controls whether data reflects jobs physically located in the area (workplace, WAC data — default) or jobs held by the area's residents regardless of where they work (residence, RAC data).

• get_employment_trendGet Employment Trendread-only

  Retrieve employment data across all available years for a single area. Returns an array of yearly metrics (total jobs, industry mix, earnings, age breakdown) ordered ascending by year. Use 'perspective' to choose workplace (default) or residence.

• get_fair_market_rentGet Fair Market Rentread-only

  Look up HUD Fair Market Rent (FMR) rates for a geographic area by ZIP code, county FIPS, CBSA/metro code, or state FIPS. Returns monthly rent estimates by bedroom count (efficiency through 4-bedroom). Note: State-level queries return all ZIP-level FMR records within the state, which can be hundreds of records. Use ZIP or county lookups when only a single area is needed. Source: U.S. Dept. of Housing & Urban Development, Fair Market Rents.

• get_fmr_trendGet FMR Trendread-only

  Retrieve Fair Market Rent data across multiple years for a single area. Returns an array of yearly FMR records with rent values by bedroom count. Supports ZIP, county, and CBSA area types. State-level trends are not supported because state queries return aggregated lists of ZIP-level records, not a single time series. Source: U.S. Dept. of Housing & Urban Development, Fair Market Rents.

• get_migration_flowsGet Migration Flowsread-only

  Retrieve top inflow or outflow areas for a county or state, ranked by number of tax returns or AGI. Inflows show where people moved from (into this area); outflows show where people moved to (out of this area). Returns an array of flow records with FIPS, area name, returns, exemptions, and AGI (in thousands of dollars). Some flow entries may be suppressed by the IRS for privacy when returns fall below the disclosure threshold. Source: IRS Statistics of Income.

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Last commit

Apr 1, 2026 (7 months ago)

Last release

Apr 1, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name

io.github.gener8v-thomas/mcp-geographic-data

Version

0.1.3

Auth

Bearer token, API key

Packages

npm @gener8v/mcp-geographic-data

License

License unknown

Repository

github.com/gener8v/gener8v.mcp.geographic-data

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql