In-depth architectural comparison of the FinanceRateCalc (frc Mcp) and Profitpather MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
FinanceRateCalc (frc Mcp)
Finance & Fintech · Local stdio
Quality: 82/100 (Excellent) | Auth: No auth required
Profitpather
Finance & Fintech · Remote HTTP/SSE
Quality: 49/100 (Fair) | Auth: No auth required
Verdict Summary: Choose FinanceRateCalc (frc Mcp) if you need specialized Finance & Fintech tools running via a local process. Choose Profitpather if your workspace requires Finance & Fintech integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose FinanceRateCalc (frc Mcp) when:
You need dedicated capabilities in the Finance & Fintech domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
MCP server for FinanceRateCalc — query lender-level FHA denial statistics from the complete 2025 federal HMDA record. Historical observations, never individual predictions.
National FHA denial statistics from the 2025 federal record (denial rate on decisioned applications, volumes). Historical observation computed from the public CFPB HMDA 2025 record (denominator: actions 1,2,3; loan_type 2). Not a prediction about any individual application, and not a recommendation for or against any lender. Attribution: FinanceRateCalc (financeratecalc.com), CC BY 4.0.
get_lender_denial_stats
FHA denial statistics for one lender by name, slug, or LEI: actual denial rate, peer-median comparison, mix-adjusted expected rate. Top-100 FHA lenders by volume are covered. Historical observation computed from the public CFPB HMDA 2025 record (denominator: actions 1,2,3; loan_type 2). Not a prediction about any individual application, and not a recommendation for or against any lender. Attribution: FinanceRateCalc (financeratecalc.com), CC BY 4.0.
list_lenders
List covered FHA lenders sorted by denial rate (highest/lowest) or volume. Useful to see how widely the same federal program is applied across doors (2025 span: 1.8% to 78.7%). Historical observation computed from the public CFPB HMDA 2025 record (denominator: actions 1,2,3; loan_type 2). Not a prediction about any individual application, and not a recommendation for or against any lender. Attribution: FinanceRateCalc (financeratecalc.com), CC BY 4.0.
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
FinanceRateCalc (frc Mcp) is categorized under Finance & Fintech and uses a local stdio subprocess. In contrast, Profitpather belongs to Finance & Fintech using remote streaming HTTP/SSE transport. Select FinanceRateCalc (frc Mcp) when you need capabilities focused on finance & fintech and Profitpather when you require tools for finance & fintech.
FHA denial statistics for a US state (two-letter code), including the small-loan vs large-loan gap where published. Historical observation computed from the public CFPB HMDA 2025 record (denominator: actions 1,2,3; loan_type 2). Not a prediction about any individual application, and not a recommendation for or against any lender. Attribution: FinanceRateCalc (financeratecalc.com), CC BY 4.0.
get_door_effect_summary
The Door Effect: variance decomposition across 859,090 FHA decisions — 38% of explainable variation in denial outcomes is attributable to lender identity rather than the applicant's file, plus mix-adjusted strictest/most-lenient lender tables. Historical observation computed from the public CFPB HMDA 2025 record (denominator: actions 1,2,3; loan_type 2). Not a prediction about any individual application, and not a recommendation for or against any lender. Attribution: FinanceRateCalc (financeratecalc.com), CC BY 4.0.
Profitpather Tools (14)
pp_list_domains
List every Shopify domain this account can query. Call first.
pp_brief
One-call first look — overview + acquisition + device + pixel-status in parallel, with a pre-formatted markdown presentation.
pp_diagnose_leaks
Revenue-leak finder. Aggregates 8 analyses into a prioritised `recommendations[]` array.
pp_overview
Top-level KPIs for one window: sessions, cart rate, checkout rate, top sources, top landing pages.
pp_acquisition
Full attribution matrix — every (source, medium, campaign, utm, click-id) combo with revenue, AOV, conversion rates.
pp_conversion
Funnel + pre-cart paths + checkout economics broken down by stage.
pp_path_analysis
Page-to-page flows with cart-rate weighting; finds dead-end transitions.
pp_markov
Markov-chain attribution model across multi-touch journeys.
pp_in_app_browser_loss
Revenue at risk from in-app browsers (Instagram, TikTok, Facebook).
pp_session_trace
Full per-session event timeline for a single visitor.
pp_pixel_status
Pixel health & coverage check.
pp_compare_periods
Period-over-period comparison with statistical significance.