io.github.andrew-sondgeroth/zipexplore-mcp

MCPcommunitylive
v1.0.0io.github.andrew-sondgerothUnknownUpdated 4mo ago

US ZIP code intelligence: demographics, weather, tax, crime, housing, voting, and more.

Endpoint healthlive
checked 9 days ago · 650ms
100% of the last 5 checks reached this endpoint
Works in
ClaudeCursorCopilotChatGPTGemini

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4mo agoLast update
Package
Authorio.github.andrew-sondgeroth
LicenseUnknown
Version1.0.0
Sourcemcp-registry
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/30
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—Domain verification+0/10
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✓Prompt-injection scan · clean+30/30
✓Obfuscation / exfil scan · clean+20/20
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
DependenciesNot audited
Tool surface22 tools · none privileged
Security scan✓ Cleanvlive · 1mo agoHow well does this scan work?
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

22 tools · none privileged
Observed live from the vendor's endpoint1mo ago

Read from a real MCP initialize → tools/list handshake against the declared endpoint. No tool was ever invoked — tools/list is the read-only introspection call the protocol defines for this. It reflects what the server advertised at that moment; a hosted endpoint is not pinned to any version and can change without notice.

  • https://mcp.zipexplore.com/mcp22 tools · 633ms
get_articleReturns the full prose of a specific ZipExplore research article. Use this for editing, fact-checking, detailed analysis, or when get_research summaries aren't enough. Valid slugs: disappearing-towns, hazard-premium, snap-economy, wealthy-retirees. Each article includes all body sections and method…

Returns the full prose of a specific ZipExplore research article. Use this for editing, fact-checking, detailed analysis, or when get_research summaries aren't enough. Valid slugs: disappearing-towns, hazard-premium, snap-economy, wealthy-retirees. Each article includes all body sections and method…

ParameterTypeDescription
slug*string—
pingReturns server status and tool/resource counts. Use this to verify the ZipExplore MCP connection is live.

Returns server status and tool/resource counts. Use this to verify the ZipExplore MCP connection is live.

No input schema was published for this tool.

get_methodologyReturns ZipExplore's data interpretation guide: reasoning guardrails (associations vs. causes, small-ZIP noise, averages hiding distributions, editorial score weights, drawing conclusions about people from geographic data), quality flag definitions, known data limitations, coverage gap explanations…

Returns ZipExplore's data interpretation guide: reasoning guardrails (associations vs. causes, small-ZIP noise, averages hiding distributions, editorial score weights, drawing conclusions about people from geographic data), quality flag definitions, known data limitations, coverage gap explanations…

No input schema was published for this tool.

get_researchReturns ZipExplore's published research articles — original data findings on topics including disaster risk vs. housing costs (the Hazard Premium), food insecurity in fully-employed communities (SNAP economy), economically declining towns vs. retirement communities, and income variation among Ameri…

Returns ZipExplore's published research articles — original data findings on topics including disaster risk vs. housing costs (the Hazard Premium), food insecurity in fully-employed communities (SNAP economy), economically declining towns vs. retirement communities, and income variation among Ameri…

No input schema was published for this tool.

search_zipsFind ZIP codes matching one or more criteria. Returns a ranked list with scores. Use this first when the user wants recommendations (e.g. "find a low-crime suburb near Denver"). Call get_search_fields first if you're unsure what field names to use. criteria: list of {"field": str, "level": "lo…

Find ZIP codes matching one or more criteria. Returns a ranked list with scores. Use this first when the user wants recommendations (e.g. "find a low-crime suburb near Denver"). Call get_search_fields first if you're unsure what field names to use. criteria: list of {"field": str, "level": "lo…

ParameterTypeDescription
criteria*array—
limitinteger—
states——
regions——
area_types——
minimum_completenessnumber—
get_zip_profileFull location profile for one ZIP code across all 12 data domains: demographics, climate, tax, crime, cost of living, voting, education, healthcare, business, air quality, disaster risk, and transit. Use this to get detail on a ZIP after search, or when the user asks about a specific ZIP. For d…

Full location profile for one ZIP code across all 12 data domains: demographics, climate, tax, crime, cost of living, voting, education, healthcare, business, air quality, disaster risk, and transit. Use this to get detail on a ZIP after search, or when the user asks about a specific ZIP. For d…

ParameterTypeDescription
zip*string—
compare_zipsSide-by-side full profiles for 2–5 ZIP codes. Use when the user has finalists and needs to choose between them. Returns the same profile shape as get_zip_profile for each ZIP.

Side-by-side full profiles for 2–5 ZIP codes. Use when the user has finalists and needs to choose between them. Returns the same profile shape as get_zip_profile for each ZIP.

ParameterTypeDescription
zips*array—
get_search_fieldsLists every field name, type, and description available for search criteria. Call this when you're unsure what field names to pass to search_zips, or when the user asks what data ZipExplore has.

Lists every field name, type, and description available for search criteria. Call this when you're unsure what field names to pass to search_zips, or when the user asks what data ZipExplore has.

No input schema was published for this tool.

get_census_profileDetailed Census / demographics data for one ZIP code. Use when get_zip_profile's demographics section isn't sufficient depth. Includes population, housing, income distribution, education attainment, economic indicators, internet access, and public assistance rates.

Detailed Census / demographics data for one ZIP code. Use when get_zip_profile's demographics section isn't sufficient depth. Includes population, housing, income distribution, education attainment, economic indicators, internet access, and public assistance rates.

ParameterTypeDescription
zip*string—
reverse_geocodeConvert a latitude/longitude coordinate to a ZIP code. Use when the user provides an address or map coordinates rather than a ZIP code.

Convert a latitude/longitude coordinate to a ZIP code. Use when the user provides an address or map coordinates rather than a ZIP code.

ParameterTypeDescription
lat*number—
lon*number—
get_zip_centroidsGet the latitude/longitude centroid for one or more ZIP codes (max 200). Use when you need map coordinates for a set of ZIPs.

Get the latitude/longitude centroid for one or more ZIP codes (max 200). Use when you need map coordinates for a set of ZIPs.

ParameterTypeDescription
zips*array—
get_weather_profileDetailed climate data for one ZIP code. Use when get_zip_profile's climate section isn't sufficient depth. Includes annual/monthly temperature averages, precipitation, humidity, and nearest weather station info.

Detailed climate data for one ZIP code. Use when get_zip_profile's climate section isn't sufficient depth. Includes annual/monthly temperature averages, precipitation, humidity, and nearest weather station info.

ParameterTypeDescription
zip*string—
get_tax_profileDetailed tax data for one ZIP code. Use when get_zip_profile's tax section isn't sufficient depth. Includes state income tax, sales tax, property tax effective rates, excise taxes, and IRS income statistics.

Detailed tax data for one ZIP code. Use when get_zip_profile's tax section isn't sufficient depth. Includes state income tax, sales tax, property tax effective rates, excise taxes, and IRS income statistics.

ParameterTypeDescription
zip*string—
get_crime_profileDetailed crime data for one ZIP code. Use when get_zip_profile's crime section isn't sufficient depth. Includes violent crime rate, property crime rate, and data quality flags (coverage level, Bayesian shrinkage).

Detailed crime data for one ZIP code. Use when get_zip_profile's crime section isn't sufficient depth. Includes violent crime rate, property crime rate, and data quality flags (coverage level, Bayesian shrinkage).

ParameterTypeDescription
zip*string—
get_cost_profileDetailed cost of living data for one ZIP code. Use when get_zip_profile's cost section isn't sufficient depth. Includes fair market rents, housing cost burden, regional price indices, and affordability metrics.

Detailed cost of living data for one ZIP code. Use when get_zip_profile's cost section isn't sufficient depth. Includes fair market rents, housing cost burden, regional price indices, and affordability metrics.

ParameterTypeDescription
zip*string—
get_voting_profileDetailed voting and political data for one ZIP code. Use when get_zip_profile's voting section isn't sufficient depth. Includes presidential election results, partisan lean, congressional and state legislative districts, and state officials.

Detailed voting and political data for one ZIP code. Use when get_zip_profile's voting section isn't sufficient depth. Includes presidential election results, partisan lean, congressional and state legislative districts, and state officials.

ParameterTypeDescription
zip*string—
get_education_profileDetailed school data for one ZIP code. Use when get_zip_profile's education section isn't sufficient depth. Includes school counts, student-teacher ratios, graduation rates, per-pupil spending, Title I percentage, and budget breakdown (instruction vs. admin vs. capital). May reflect data from t…

Detailed school data for one ZIP code. Use when get_zip_profile's education section isn't sufficient depth. Includes school counts, student-teacher ratios, graduation rates, per-pupil spending, Title I percentage, and budget breakdown (instruction vs. admin vs. capital). May reflect data from t…

ParameterTypeDescription
zip*string—
get_healthcare_profileDetailed healthcare data for one ZIP code. Use when get_zip_profile's healthcare section isn't sufficient depth. Includes hospital count and ratings, nursing homes, beds per capita, primary care and mental health shortage area designations, pharmacy count, and urgent care count.

Detailed healthcare data for one ZIP code. Use when get_zip_profile's healthcare section isn't sufficient depth. Includes hospital count and ratings, nursing homes, beds per capita, primary care and mental health shortage area designations, pharmacy count, and urgent care count.

ParameterTypeDescription
zip*string—
get_business_profileDetailed business and employment data for one ZIP code. Use when get_zip_profile's business section isn't sufficient depth. Includes top industries, sector breakdowns, total establishments, employment, and annual payroll from Census BDS/CBP data.

Detailed business and employment data for one ZIP code. Use when get_zip_profile's business section isn't sufficient depth. Includes top industries, sector breakdowns, total establishments, employment, and annual payroll from Census BDS/CBP data.

ParameterTypeDescription
zip*string—
get_air_quality_profileDetailed air quality data for one ZIP code. Use when get_zip_profile's air quality section isn't sufficient depth. Includes EPA AQS pollutant levels (PM2.5, PM10, ozone, NO2, SO2, CO) and AQI summary.

Detailed air quality data for one ZIP code. Use when get_zip_profile's air quality section isn't sufficient depth. Includes EPA AQS pollutant levels (PM2.5, PM10, ozone, NO2, SO2, CO) and AQI summary.

ParameterTypeDescription
zip*string—
get_disaster_risk_profileDetailed natural disaster risk data for one ZIP code. Use when get_zip_profile's disaster risk section isn't sufficient depth. Includes FEMA NRI overall risk score, individual hazard scores (hurricane, tornado, earthquake, wildfire, flood, etc.), and expected annual loss estimates.

Detailed natural disaster risk data for one ZIP code. Use when get_zip_profile's disaster risk section isn't sufficient depth. Includes FEMA NRI overall risk score, individual hazard scores (hurricane, tornado, earthquake, wildfire, flood, etc.), and expected annual loss estimates.

ParameterTypeDescription
zip*string—
get_transit_profileDetailed public transit data for one ZIP code. Use when get_zip_profile's transit section isn't sufficient depth. Includes bus stop count, subway station count, rail station count, light rail count, ferry terminal count, total transit stops, transit commute percentage, and nearest subway/rail d…

Detailed public transit data for one ZIP code. Use when get_zip_profile's transit section isn't sufficient depth. Includes bus stop count, subway station count, rail station count, light rail count, ferry terminal count, total transit stops, transit commute percentage, and nearest subway/rail d…

ParameterTypeDescription
zip*string—

22 of 22 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

US ZIP code intelligence: demographics, weather, tax, crime, housing, voting, and more.

Keywords
mcp
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