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SBA Loan Intelligence MCP

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SBA Loan Intelligence MCP

SBA Loan Intelligence MCP

An Apify MCP actor that queries the U.S. Small Business Administration's public loan guarantee database via the Socrata open data API at data.sba.gov. Returns structured records for SBA 7(a) and 504 loan programs covering borrower details, lender identity, NAICS industry class...

Pricing

$3.00 / 1,000 result item returneds

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Developer

Andrew Avina

Andrew Avina

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4 days ago

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SBA Loan Intelligence MCP — 7(a) & 504 Business Loan Guarantees

An Apify MCP actor that queries the U.S. Small Business Administration's public loan guarantee database via the Socrata open data API at data.sba.gov. Returns structured records for SBA 7(a) and 504 loan programs covering borrower details, lender identity, NAICS industry classification, loan amounts, and approval dates.

What This Actor Does

  • Queries data.sba.gov for SBA 7(a) loan records (endpoint: t4nb-5ku7) and 504 loan records (endpoint: quze-kivu)
  • Supports filtering by state, approval year, keyword, and loan type
  • Normalizes raw API fields into a consistent output schema
  • Falls back to 20 curated real SBA loan records if the API is unreachable
  • Can run as an MCP server (HTTP) for integration with LLM tool-use pipelines

Output Fields

FieldDescription
borrower_nameName of the business that received the loan
borrower_stateTwo-letter state abbreviation
borrower_cityCity of borrower
loan_amountGross loan approval amount in USD
loan_type7a or 504
naics_codeNorth American Industry Classification System code
naics_descriptionHuman-readable industry description
lenderBank or lending institution name
approval_dateDate the SBA approved the loan
loan_statusCurrent loan status (e.g. Disbursed Current, Charged Off)
sourceData source identifier

Input Parameters

ParameterTypeDefaultDescription
loanTypestring7aSBA loan program: 7a or 504
statestring(all)Two-letter state filter (e.g. CA, TX)
keywordstring(none)Full-text keyword search
yearinteger(none)Filter by approval year (e.g. 2023)
limitinteger50Max records returned (up to 1000)
serveMcpbooleanfalseStart HTTP MCP server instead of writing dataset

MCP Server Mode

Set serveMcp: true to run this actor as an HTTP MCP server. The server exposes:

  • GET / — Health check
  • GET /mcp/tools — Lists available tools
  • POST / — Invoke a tool with {"tool": "search_sba_loans", "arguments": {...}}

Data Source

SBA Loan Programs Overview

7(a) Loans: The SBA's flagship program. Loan guarantees up to $5M for working capital, equipment, real estate, and business acquisitions. Delivered through commercial lenders.

504 Loans: Long-term, fixed-rate financing for major fixed assets (real estate and equipment). Involves a Certified Development Company (CDC) and a third-party lender.

Use Cases

  • Competitive intelligence: find SBA-backed competitors in a market
  • Lender analysis: identify which banks are most active in SBA lending by state
  • Industry research: filter by NAICS code to analyze loan activity in a sector
  • Market sizing: aggregate loan volume by state, year, or industry
  • Due diligence: verify SBA loan history for a business entity

Categories

MCP_SERVERS · BUSINESS