Municipal Fiscal Intelligence

What is Municipal Fiscal Intelligence?

A Model Context Protocol (MCP) server that automates municipal bond credit risk analysis by pulling live data from 7 federal databases (USAspending, FRED, BLS, FEMA, Data.gov, Nominatim, Congress.gov) and applying scoring models to produce a Municipal Fiscal Stress Index, funding cliff detection, economic resilience scores, and climate disaster exposure for any U.S. municipality, county, or state. Designed for public finance analysts, portfolio managers, and AI-assisted financial advisors.

How to use Municipal Fiscal Intelligence?

Add the Apify-hosted endpoint URL to your MCP client (e.g., Claude Desktop, Cursor, Windsurf) via the mcpServers configuration. Then ask natural-language questions like “Generate a credit brief for Phoenix, AZ” or “Compare Houston, TX and Dallas, TX on fiscal risk.” The server returns a structured JSON object with numeric scores, level labels, and raw data slices. No local installation is needed.

Key features of Municipal Fiscal Intelligence

• Municipal Fiscal Stress Index (0–100) from 4 component scores
• Federal funding cliff detection with concentration and congressional bill analysis
• Economic base resilience via Herfindahl-Hirschman Index over BLS sectors
• Disaster acceleration analysis and annualized cost projection from FEMA data
• Peer jurisdiction ranking with weighted composite scoring
• 7 MCP tools, one endpoint, parallel execution in under 90 seconds

Use cases of Municipal Fiscal Intelligence

• Municipal bond credit analysis with quantified signals beyond rating agency outputs
• Federal funding dependency risk assessment for jurisdictions vulnerable to policy shifts
• Peer jurisdiction benchmarking for investment banks and financial advisors
• Climate and disaster fiscal risk evaluation for infrastructure investors and ESG funds
• Legislative impact monitoring for government relations teams tracking pending federal bills

FAQ from Municipal Fiscal Intelligence

What data sources does it use?

Seven federal databases: USAspending, FRED, BLS, FEMA, Data.gov, Nominatim, and Congress.gov. All run in parallel per tool call.

How much does each tool call cost?

$0.045 per tool call, billed through Apify’s Standby mode as a persistent HTTP endpoint.

What tools are available?

Seven tools: assess_municipal_fiscal_health, detect_funding_cliffs, analyze_economic_base, evaluate_disaster_exposure, track_legislative_impact, compare_peer_jurisdictions, and generate_credit_brief.

Do I need to install software locally?

No. Just add the MCP server URL to your MCP client’s configuration file. The server runs on Apify’s infrastructure.

How long does a single assessment take?

Under 90 seconds per municipality, thanks to parallel actor execution with Promise.allSettled.