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⇱ Neighborhood Intel by ZIP β€” Crime, Walk Score, Rent MCP Β· Apify


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Neighborhood Intel by ZIP: Crime, Walk Score, Rent

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Neighborhood Intel by ZIP: Crime, Walk Score, Rent

Investment analysis by ZIP β€” crime index, walk score, school rating, 3-yr rent growth, vacancy, gentrification trend, Investor Score (1-10). Top: 43215 Columbus OH β€” Walk 91, 8.6% rent growth, Score 9. Census ACS live data with API key.

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πŸ‘ Andrew Avina

Andrew Avina

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Neighborhood Intelligence MCP

Demographics, school ratings, crime index, walkability, renter profile, and investor suitability scores by US ZIP code β€” covering 20 high-investor-interest markets with 40 curated ZIP codes.

Returns a composite Investor Score (1–10) combining rent growth, vacancy, crime, walkability, and population trends. Supports live Census ACS data when a Census API key is supplied.


What It Returns

FieldDescription
zipZIP code
cityCity name
stateTwo-letter state code
neighborhoodNeighborhood name or district
populationTotal population
median_household_incomeMedian household income ($)
median_home_valueMedian home value ($)
median_gross_rentMedian gross rent including utilities ($)
renter_occupied_pct% of occupied units that are renter-occupied
owner_occupied_pct% of occupied units that are owner-occupied
vacancy_rate_pctResidential vacancy rate (%)
poverty_rate_pctPopulation below poverty line (%)
median_ageMedian resident age
pct_college_educated% of adults 25+ with bachelor's degree or higher
pct_white / pct_black / pct_hispanicRacial/ethnic composition (%)
population_growth_5yr_pctPopulation change over 5 years (%)
school_ratingGreatSchools rating 1–10 (district average)
school_rating_sourceData source for school rating
crime_indexCrime index 0–100 (lower = safer; 100 = highest crime)
crime_index_noteCrime context and trend
violent_crime_per_100kViolent crime rate per 100,000 residents
property_crime_per_100kProperty crime rate per 100,000 residents
walk_scoreWalk Score 0–100 (90+ = Walker's Paradise)
transit_scoreTransit Score 0–100
bike_scoreBike Score 0–100
top_employersMajor employers within commute distance
rent_to_income_ratioMedian rent Γ· median income (>0.30 = rent-burdened market)
rent_growth_3yr_pct3-year rent growth rate (%)
investor_profilePlain-English investor strategy summary
neighborhood_trendGentrifying / Stable / Improving / Declining / Stabilizing
gentrification_riskNone / Low / Low-Moderate / Moderate / Active / High / Complete
investor_scoreComposite investor score 1–10
investor_score_noteKey factors driving the score
data_sourceData provenance

Investor Score (1–10)

The composite score weights five factors:

FactorWeightNotes
Rent growth (3yr)Highβ‰₯8% = +2; β‰₯5% = +1; ≀0% = βˆ’2
Vacancy rateMedium≀6% = +1; β‰₯14% = βˆ’2
Crime indexMedium≀30 = +2; ≀50 = +1; β‰₯70 = βˆ’1; β‰₯85 = βˆ’2
Walk ScoreLowβ‰₯80 = +1; ≀25 = βˆ’1
Population growthLowβ‰₯8% = +1; β‰€βˆ’3% = βˆ’1

A score of 8–10 = institutional-grade demand fundamentals; 5–7 = solid with manageable risks; 1–4 = distressed market requiring deep expertise.


Input Parameters

ParameterTypeRequiredDescription
zip_codestringNoFilter by specific ZIP code
citystringNoFilter by city name (partial match)
statestringNoFilter by state code (e.g., "OH", "NC")
investor_score_minintegerNoMinimum investor score (1–10)
crime_index_maxintegerNoMaximum crime index (0–100)
walk_score_minintegerNoMinimum Walk Score
min_median_incomenumberNoMinimum median household income
min_rent_growth_pctnumberNoMinimum 3-year rent growth %
sort_bystringNoSort: investor_score (default), rent_growth, walk_score, crime_index, median_income, vacancy
limitintegerNoMax results (default: 20)
census_api_keystringNoCensus API key for live ACS data on specific ZIP queries

Get a free Census API key at api.census.gov/data/key_signup.html.


Example Inputs

Top investor ZIPs by score:

{
"investor_score_min":8,
"sort_by":"investor_score",
"limit":10
}

All Ohio ZIPs in the database:

{
"state":"OH",
"sort_by":"rent_growth"
}

Low-crime, walkable markets only:

{
"crime_index_max":45,
"walk_score_min":70,
"sort_by":"investor_score"
}

Specific ZIP with live Census data:

{
"zip_code":"28205",
"census_api_key":"your_census_key_here"
}

Example Output

{
"zip":"28205",
"city":"Charlotte",
"state":"NC",
"neighborhood":"Plaza Midwood",
"population":32400,
"median_household_income":64800,
"median_home_value":420000,
"median_gross_rent":1680,
"renter_occupied_pct":52,
"vacancy_rate_pct":5.2,
"poverty_rate_pct":12,
"school_rating":7,
"crime_index":38,
"violent_crime_per_100k":480,
"walk_score":74,
"transit_score":48,
"rent_to_income_ratio":0.31,
"rent_growth_3yr_pct":9.4,
"investor_profile":"High-growth appreciation market; walkable urban infill",
"neighborhood_trend":"Gentrifying Fast",
"gentrification_risk":"High",
"investor_score":9,
"investor_score_note":"Top Charlotte market; rent growth + migration + finance sector = exceptional demand",
"top_employers":"Bank of America, Wells Fargo, Duke Energy, Truist",
"data_source":"Curated database (ACS 2022 + city crime reports + Walk Score)"
}

Markets Covered

CityStateZIPsMarket Type
ClevelandOH44103, 44109Classic cash flow
ColumbusOH43204, 43215Growth market
IndianapolisIN46218, 46204Turnkey/urban
MemphisTN38106, 38117Value/quality split
Kansas CityMO64127, 64111BRRRR/urban
CharlotteNC28205, 28216High-growth
AtlantaGA30315BeltLine play
NashvilleTN37208Adjacency play
AustinTX78702Tech/correction
DenverCO80219Workforce LTR
SavannahGA31401STR + appreciation
BirminghamAL35203Low-tax cash flow
GreensboroNC27401Workforce rental
KnoxvilleTN37917UTK demand

Data Sources

  • US Census Bureau ACS 5-Year Estimates (2022) β€” demographics, income, housing, education
  • City crime reports β€” FBI UCR/NIBRS crime data, curated by ZIP
  • Walk Score β€” walkability, transit, and bike scores
  • GreatSchools β€” school district ratings
  • ACS 1-Year PUMS β€” rent growth trend estimation

Use Cases

  • Neighborhood due diligence β€” validate property-level risk before acquisition
  • Portfolio market selection β€” rank target markets by investor fundamentals
  • AI agent investment screening β€” inject neighborhood data into automated deal analysis
  • Tenant quality forecasting β€” income, education, and employment data predicts tenant stability
  • Gentrification play identification β€” trend + crime + rent growth signals early-mover opportunity

Related Actors in the Real Estate Suite

  • ../real-estate-intelligence-mcp/ β€” Property listings + deal scoring
  • ../property-tax-intelligence-mcp/ β€” State/county tax rates and investment impact
  • ../rentcast-market-mcp/ β€” LTR rent estimates and market grades
  • ../mortgage-rate-intelligence-mcp/ β€” Current rates + affordability calculator

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