Data licensing

Municipal financials, standardized and ready to license.

Audited statements for every U.S. government we cover, mapped to one framework with the original values kept alongside. One dataset for credit models, research and products.

Request a data sample →See coverage
A highway bridge
CoverageApproved governments, updated daily
SectorStatementsGovernmentsFiscal years
School DistrictsBalance sheet, income statement, long-term obligations9,636FY2016 to FY2025
Cities and TownsBalance sheet, income statement, long-term obligations6,840FY2016 to FY2025
CountiesBalance sheet, income statement, long-term obligations2,710FY2016 to FY2025
UtilitiesNet position, revenues and expenses, cash flows973FY2016 to FY2025
Community CollegesNet position, revenues and expenses, cash flows420FY2016 to FY2025
Public UniversitiesNet position, revenues and expenses, cash flows145FY2016 to FY2025
StatesBalance sheet, income statement, long-term obligations65FY2016 to FY2025
Total20,789110,000+ statements
What's in the datasetFour layers, one key
Financial statements12.7M line itemsStandardized to a GASB-informed framework; as-reported labels and values preserved.
MuniScore1 to 99, four factorsEconomy, budgetary performance, reserves and debt, with sector benchmarks and a confidence measure.
Economic indicatorsCensus ACS 5-yearIncome, unemployment, poverty and education, joined to each government.
IdentifiersEIN, state, countyPlus Census geography where matched, so the data joins to your own.

Standardized, with the original kept.

Every line item carries its standardized classification and the label and value exactly as the auditor reported them. Your analysts can use the comparable view and still trace any figure to its source statement.

FieldExample
fiscal_year2023
statement_typeincome_statement
class_2REVENUES
class_1PROPERTY TAX REVENUES
column_index1 (General Fund)
value48,217,000
DeliveryChoose one or combine

Bulk files

CSV, Excel or JSON extracts by sector, state or fiscal year.

REST API

JSON over HTTPS with API keys. Free tier for evaluation.

API documentation →

MCP server

Natural-language access from Claude, Cursor and other MCP clients.

MCP setup guide →
# List municipalities
curl -H "Authorization: Bearer YOUR_API_KEY" \
  "https://www.munispot.com/api/v1/entities?per_page=5"

# MCP endpoint
https://www.munispot.com/api/mcp
LicensesScoped to how you use the data
EnterpriseInternal models and researchFull coverage, bulk delivery and API, annual term.
ResearchUniversities and academicsPanel extracts for empirical work, academic terms.
PlatformsRedistribution in your productAPI or feed, with display and redistribution rights.

Request a data sample.

Tell us what you cover and we'll send a sample extract for the governments you care about.

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