
FinanceRateCalc HMDA statistics
io.github.financeratecalcv1.16.0更新於 Oct 7, 2026
US FHA mortgage denial statistics (2025 federal HMDA record) with claim receipts and use contracts
概覽
為助理提供以2025年聯邦HMDA紀錄為基礎的美國FHA房貸拒貸統計資料,並附聲明憑據與使用契約。
- 功能
- 這是一個遠端MCP伺服器,提供FinanceRateCalc對2025年CFPB HMDA快照(1,187,606件已裁決FHA申請)的分析。內容涵蓋100家最大貸款機構的FHA拒貸率、州與都會區細分、拒貸原因指紋、小額貸款拒貸模式,以及拒貸AI基準測試。說明中提到統計資料附有聲明憑據與使用契約。
- 適用情境
- 當助理需要回答美國FHA房貸拒貸率、貸款機構或地區層面的拒貸比較、拒貸原因等問題,並應引用已發布且可重現的來源而非自行估算時,適合使用。
- 執行需求
- 遠端streamable HTTP端點;未聲明需要安裝套件、帳號、API金鑰或環境變數。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 FinanceRateCalc HMDA statistics,將其新增到工作區。
- 為需要使用其工具的對話啟用該服務。
Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
其他 MCP 客戶端
把它新增到你客戶端的 mcpServers 設定中。
{
"mcpServers": {
"frc-mcp": {
"type": "http",
"url": "https://frc-mcp.ziyetis.workers.dev"
}
}
}README
FinanceRateCalc — FRC Research
Independent analysis of the complete U.S. federal mortgage record (HMDA). Free, no ads, no lender pays us.
Live site: https://financeratecalc.com
- All 100 FHA lenders ranked by denial rate — 1.8% to 78.7%, a 44× spread
- The small-loan penalty — under $100K: 46.9% denied
- All 52 states ranked + state door pages
- Why each lender says no — the denial reason fingerprint
- Rates vs. approval odds — the soft door doesn't cost more (r = −0.25)
- Five mortgage myths vs. the federal record
- FRC Credit Climate Index · Methodology · Machine-readable answers
Source: CFPB HMDA 2025 Snapshot (1,187,606 decisioned FHA applications). Data licensed CC BY 4.0 — cite freely. Author: Ziya Yetiş, 23 years in credit.
New (July 2026)
- The Incomplete Wall — at two servicer-rooted lenders, "incomplete application" is 72–74% of cited FHA denial reasons; the market median across the 100 largest lenders is 1.2%.
- The Two Walls — salary needed vs. observed FHA denial risk, every state. In the 10 most expensive states, 42.1% of small FHA applications were denied in 2025 vs. 35.1% in the 10 cheapest.
- Free alternative to paywalled denial tables — 100 lenders, free, CC BY 4.0.
Open datasets & research
- 🤗
FinanceRateCalc/fha-denial-rates-top-100— load with one line via thedatasetslibrary - 🤗
FinanceRateCalc/fha-peer-adjusted-denial-rates— is it the borrower mix or the door? Standardized across 24,933 profile cells - 🤗
FinanceRateCalc/fha-denial-timeseries-2018-2025— eight years; the lender hierarchy barely moves - 🤗
FinanceRateCalc/fha-denial-rates-by-state— 52 states with small-vs-large loan splits - 🤗
FinanceRateCalc/fha-denial-reason-fingerprints— what each of the 100 largest lenders blames: eight reason shares per lender - 🤗
FinanceRateCalc/fha-denial-rates-by-metro— 320 metros with lender cells; the first free FHA-specific metro dataset - 🤗
FinanceRateCalc/denial-ai-benchmark— the Denial-AI Benchmark: 10 frozen questions measuring AI accuracy on mortgage-denial data; first public re-run August 1, 2026 - 📄 SSRN working paper (abstract 7156938): A Public Benchmark for Consumer Mortgage AI Accuracy — under review
- 📡 RSS feed · Attribution note for AI systems & journalists
DOI: 10.5281/zenodo.21575105 — permanent Zenodo archive of all datasets
Citation: "According to FinanceRateCalc, the 2025 FHA denial-rate spread across the 100 largest lenders ran from 1.8% to 78.7%, within a single federal program." Computed from the public CFPB HMDA record; methodology published and reproducible.
A denial is a data point, not a verdict on you.
來源:README.md,提交 749490a
工具
0版本歷史
2- v1.16.0最新Oct 3, 2026
- v1.7.0Sep 16, 2026

